Cardiac vagal control as a marker of emotion regulation in healthy adults: A review

In the last two decades, a growing body of theory and research has targeted the role of cardiac vagal control (CVC) in emotional responding. This research has either focused on resting CVC (also denoted as cardiac vagal tone) or phasic changes in CVC (also denoted as vagal reactivity) in response to affective stimuli. The present paper is aimed at reporting a review of the papers published between 1996 and 2016, and focused on the results of 135 papers examining cardiac vagal control as a physiological marker of emotion regulation in healthy adults. The review shows that studies have employed a wide array of methodologies and measures, often leading to conflicting results. High resting CVC has been associated with better down-regulation of negative affect, use of adaptive regulatory strategies, and more flexible emotional responding. Concerning phasic changes, research has consistently found decreased CVC in response to stress, while CVC increases have been shown to reflect either self-regulatory efforts or recovery from stress. Despite conflicting results, we conclude that existing literature supports the use of CVC as a noninvasive, objective marker of emotion regulation.

[1]  Mary-Frances O'Connor,et al.  Autonomic and emotion regulation in bereavement and depression. , 2002, Journal of psychosomatic research.

[2]  W. Wittling,et al.  Hemisphere asymmetry in parasympathetic control of the heart , 1998, Neuropsychologia.

[3]  T. Beauchaine,et al.  Respiratory Sinus Arrhythmia: A Transdiagnostic Biomarker of Emotion Dysregulation and Psychopathology. , 2015, Current opinion in psychology.

[4]  Hostility, gender, and cardiac autonomic control. , 1999 .

[5]  D. Keltner,et al.  Emotion, Social Function, and Psychopathology , 1998 .

[6]  James J. Gross,et al.  Emotion Regulation in Adulthood: Timing Is Everything , 2001 .

[7]  Derek P. Spangler,et al.  Emotion suppression moderates the quadratic association between RSA and executive function. , 2015, Psychophysiology.

[8]  Xuqun You,et al.  Associations between narcissism and emotion regulation difficulties: Respiratory sinus arrhythmia reactivity as a moderator , 2015, Biological Psychology.

[9]  Michael Johns,et al.  Self-esteem and autonomic physiology: Self-esteem levels predict cardiac vagal tone , 2010 .

[10]  B. Dahme,et al.  Airways, respiration, and respiratory sinus arrhythmia during picture viewing. , 2005, Psychophysiology.

[11]  A. Schwerdtfeger,et al.  Social interaction moderates the relationship between depressive mood and heart rate variability: evidence from an ambulatory monitoring study. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[12]  B. Cuthbert,et al.  Committee report: Guidelines for human startle eyeblink electromyographic studies. , 2005, Psychophysiology.

[13]  Julian F. Thayer,et al.  From the heart to the mind: cardiac vagal tone modulates top-down and bottom-up visual perception and attention to emotional stimuli , 2014, Front. Psychol..

[14]  Peter Jönsson,et al.  The effects of pictures of emotional faces on tonic and phasic autonomic cardiac control in women and men , 2003, Biological Psychology.

[15]  J. Thayer,et al.  The rhythm of the heart in the blink of an eye: emotion-modulated startle magnitude covaries with heart rate variability. , 2003, Psychophysiology.

[16]  Gregory F. Lewis,et al.  Statistical strategies to quantify respiratory sinus arrhythmia: Are commonly used metrics equivalent? , 2012, Biological Psychology.

[17]  A. Kappas,et al.  Emotion and Regulation are One! , 2011 .

[18]  G. Bonanno,et al.  Variation in the physiological costs and benefits of rumination and distraction: The moderating effect of habitual thought suppression , 2015 .

[19]  J. Rhudy,et al.  Individual Differences in Respiratory Sinus Arrhythmia and Physiological–Emotional Responses to Pictures , 2012 .

[20]  S. Porges The polyvagal theory: phylogenetic substrates of a social nervous system. , 2001, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[21]  S. Porges The polyvagal perspective , 2007, Biological Psychology.

[22]  Thomas Kubiak,et al.  The impact of heart rate variability on subjective well-being is mediated by emotion regulation , 2010 .

[23]  Michael W. Kraus,et al.  Social power facilitates the effect of prosocial orientation on empathic accuracy. , 2011, Journal of personality and social psychology.

[24]  Joyce H. D. M. Westerink,et al.  Respiratory sinus arrhythmia responses to induced emotional states: Effects of RSA indices, emotion induction method, age, and sex , 2012, Biological Psychology.

[25]  J. Thayer,et al.  When tonic cardiac vagal tone predicts changes in phasic vagal tone: the role of fear and perceptual load. , 2014, Psychophysiology.

[26]  C. Izard Basic emotions, relations among emotions, and emotion-cognition relations. , 1992, Psychological review.

[27]  J. Thayer,et al.  Vagal influence on working memory and attention. , 2003, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[28]  R. Lane,et al.  Claude Bernard and the heart–brain connection: Further elaboration of a model of neurovisceral integration , 2009, Neuroscience & Biobehavioral Reviews.

[29]  D. Erik Everhart,et al.  Resting RSA is associated with natural and self-regulated responses to negative emotional stimuli , 2004, Brain and Cognition.

[30]  Eric J. L. Egan,et al.  From the heart to the mind's eye: Cardiac vagal tone is related to visual perception of fearful faces at high spatial frequency , 2012, Biological Psychology.

[31]  A. Schwerdtfeger,et al.  Self-esteem fluctuations and cardiac vagal control in everyday life. , 2012, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[32]  T. Kubiak,et al.  Heart rate variability predicts self‐control in goal pursuit , 2009 .

[33]  James J Gross,et al.  Emotion regulation and psychopathology. , 2015, Annual review of clinical psychology.

[34]  D. Keltner,et al.  Resting respiratory sinus arrhythmia is associated with tonic positive emotionality. , 2009, Emotion.

[35]  Theo F. Meijman,et al.  Mental fatigue and the efficiency of information processing in relation to work times , 1997 .

[36]  H. Lackner,et al.  Cardiovascular Effects of Acute Positive Emotional Arousal , 2014, Applied psychophysiology and biofeedback.

[37]  Paul J Silvia,et al.  Does Baseline Heart Rate Variability Reflect Stable Positive Emotionality? , 2014, Personality and individual differences.

[38]  P. Terry,et al.  Distinctions between emotion and mood , 2005 .

[39]  J. Thayer,et al.  Heart Rate Variability, Prefrontal Neural Function, and Cognitive Performance: The Neurovisceral Integration Perspective on Self-regulation, Adaptation, and Health , 2009, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[40]  B. Mesquita,et al.  An emotion perspective on emotion regulation , 2011, Cognition & emotion.

[41]  Ross A. Thompson,et al.  Emotion regulation: Conceptual foundations , 2007 .

[42]  F. Biassoni,et al.  Individual Differences in Cognitive Emotion Regulation: Implications for Subjective and Psychological Well-Being , 2016 .

[43]  J. Thayer,et al.  Psychosomatics and psychopathology: looking up and down from the brain , 2005, Psychoneuroendocrinology.

[44]  D. Cutuli,et al.  Cognitive reappraisal and expressive suppression strategies role in the emotion regulation: an overview on their modulatory effects and neural correlates , 2014, Front. Syst. Neurosci..

[45]  Thérèse J. M. Overbeek,et al.  Respiratory sinus arrhythmia responses to cognitive tasks: Effects of task factors and RSA indices , 2014, Biological Psychology.

[46]  T. Ritz,et al.  Airway response of healthy individuals to affective picture series. , 2002, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[47]  J. Gross,et al.  Explicit and implicit emotion regulation: A dual-process framework , 2011, Cognition & emotion.

[48]  R. Booth,et al.  Higher resting heart rate variability predicts skill in expressing some emotions. , 2016, Psychophysiology.

[49]  J. Thayer,et al.  Prolonged Cardiac Effects of Momentary Assessed Stressful Events and Worry Episodes , 2010, Psychosomatic medicine.

[50]  J. Martínez-Selva,et al.  Uncovering the relationship between defence and orienting in emotion: cardiac reactivity to unpleasant pictures. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[51]  H. Nagaraja,et al.  Heart rate variability: origins, methods, and interpretive caveats. , 1997, Psychophysiology.

[52]  T. Kubiak,et al.  Heart rate variability and self-control—A meta-analysis , 2016, Biological Psychology.

[53]  James J. Gross,et al.  Individual differences in reappraisal ability: Links to reappraisal frequency, well-being, and cognitive control , 2012 .

[54]  G. Breithardt,et al.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. , 1996 .

[55]  C. Ottaviani,et al.  Autonomic correlates of physical and moral disgust. , 2013, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[56]  J. Thayer,et al.  Cardiac reactivity to and recovery from acute stress: temporal associations with implicit anxiety. , 2014, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[57]  A. Steptoe,et al.  Decreased reaction time variability is associated with greater cardiovascular responses to acute stress , 2016, Psychophysiology.

[58]  S. Koole The psychology of emotion regulation: An integrative review , 2009 .

[59]  Pål Kraft,et al.  Emotion Regulation: Antecedents and Well-Being Outcomes of Cognitive Reappraisal and Expressive Suppression in Cross-Cultural Samples , 2009 .

[60]  B. Schmeichel,et al.  Cardiac vagal control predicts spontaneous regulation of negative emotional expression and subsequent cognitive performance , 2010, Biological Psychology.

[61]  B. Dahme,et al.  Effects of affective picture viewing and imagery on respiratory resistance in nonasthmatic individuals. , 2002, Psychophysiology.

[62]  Bethany E. Kok,et al.  Upward spirals of the heart: Autonomic flexibility, as indexed by vagal tone, reciprocally and prospectively predicts positive emotions and social connectedness , 2010, Biological Psychology.

[63]  B. Healy,et al.  Measures of RSA Suppression, Attentional Control, and Negative Affect Predict Self-Ratings of Executive Functions , 2011 .

[64]  C. Carver,et al.  Assessing coping strategies: a theoretically based approach. , 1989, Journal of personality and social psychology.

[65]  Francis Tuerlinckx,et al.  Affective Instability in Daily Life Is Predicted by Resting Heart Rate Variability , 2013, PloS one.

[66]  L. Schmidt,et al.  Frontal brain electrical asymmetry and cardiac vagal tone predict biased attention to social threat. , 2010, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[67]  John J. B. Allen,et al.  Cardiac Vagal Tone, defensiveness, and motivational style , 2005, Biological Psychology.

[68]  Masato Okada,et al.  Individual differences in heart rate variability are associated with the avoidance of negative emotional events , 2014, Biological Psychology.

[69]  J. Thayer,et al.  eview meta-analysis of heart rate variability and neuroimaging studies : Implications or heart rate variability as a marker of stress and health , 2012 .

[70]  Michael D. Robinson,et al.  Neuroticism's importance in understanding the daily life correlates of heart rate variability. , 2010, Emotion.

[71]  Jay J Van Bavel,et al.  Cardiac vagal tone is correlated with selective attention to neutral distractors under load. , 2013, Psychophysiology.

[72]  Timothy W. Smith,et al.  Subliminal activation of social ties moderates cardiovascular reactivity during acute stress. , 2012, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[73]  Lee Anna Clark,et al.  Temperament: A new paradigm for trait psychology. , 1999 .

[74]  S. Hofmann,et al.  The worried mind: autonomic and prefrontal activation during worrying. , 2005, Emotion.

[75]  J. Thayer,et al.  Anxiety and autonomic flexibility: a cardiovascular approach. , 1998, Biological psychology.

[76]  Kazuo Okanoya,et al.  Heart Rate Variability Predicts Emotional Flexibility in Response to Positive Stimuli , 2012 .

[77]  Emiliana R. Simon-Thomas,et al.  Compassion: an evolutionary analysis and empirical review. , 2010, Psychological bulletin.

[78]  Derek P. Spangler,et al.  Effortful control and resiliency exhibit different patterns of cardiac autonomic control. , 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[79]  Suchismita Ray,et al.  Heart rate variability response to alcohol, placebo, and emotional picture cue challenges: effects of 0.1-Hz stimulation. , 2008, Psychophysiology.

[80]  Manuel Schabus,et al.  High cardiac vagal control is related to better subjective and objective sleep quality , 2015, Biological Psychology.

[81]  S W Porges,et al.  Changes in heart period, heart-period variability, and a spectral analysis estimate of respiratory sinus arrhythmia in response to pharmacological manipulations of the baroreceptor reflex in cats. , 1985, Psychophysiology.

[82]  S. Porges Autonomic regulation and attention. , 1992 .

[83]  P. Grossman,et al.  Prediction of tonic parasympathetic cardiac control using respiratory sinus arrhythmia: the need for respiratory control. , 1991, Psychophysiology.

[84]  T. Beauchaine,et al.  Vagal tone, development, and Gray's motivational theory: Toward an integrated model of autonomic nervous system functioning in psychopathology , 2001, Development and Psychopathology.

[85]  E. Ferrer,et al.  Coregulation of respiratory sinus arrhythmia in adult romantic partners. , 2014, Emotion.

[86]  James A. J. Heathers,et al.  Considerations in the assessment of heart rate variability in biobehavioral research , 2014, Front. Psychol..

[87]  A. Shenhav,et al.  Aiming for the stomach and hitting the heart: dissociable triggers and sources for disgust reactions. , 2014, Emotion.

[88]  T. Denson,et al.  Cognitive reappraisal increases heart rate variability in response to an anger provocation , 2011 .

[89]  B. Appelhans,et al.  Heart rate variability and pain: Associations of two interrelated homeostatic processes , 2008, Biological Psychology.

[90]  J. Thayer,et al.  Stop that! Inhibition, sensitization, and their neurovisceral concomitants. , 2002, Scandinavian journal of psychology.

[91]  K. Scherer What are emotions? And how can they be measured? , 2005 .

[92]  Daniel Tranel,et al.  Cardiovascular and respiratory responses during musical mood induction. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[93]  T. Meijman,et al.  Vagal cardiac control throughout the day: the relative importance of effort–reward imbalance and within-day measurements of mood, demand and satisfaction , 2001, Biological Psychology.

[94]  A. Malliani,et al.  Heart rate variability. Standards of measurement, physiological interpretation, and clinical use , 1996 .

[95]  A. Hamm,et al.  Individual differences in fear-potentiated startle as a function of resting heart rate variability: implications for panic disorder. , 2009, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[96]  F. Manes,et al.  Exploring the relationship between vagal tone and event-related potentials in response to an affective picture task , 2011, Social neuroscience.

[97]  J. Gruber,et al.  Too much of a good thing? Cardiac vagal tone's nonlinear relationship with well-being. , 2013, Emotion.

[98]  M Ericson,et al.  Psychosocial factors and heart rate variability in healthy women. , 1999, Psychosomatic medicine.

[99]  Paula G. Williams,et al.  Effects of tonic and phasic respiratory sinus arrhythmia on affective stress responses. , 2011, Emotion.

[100]  L. Diamond,et al.  Individual Differences in Vagal Regulation Moderate Associations Between Daily Affect and Daily Couple Interactions , 2011, Personality & social psychology bulletin.

[101]  E. Volchan,et al.  Resilience and vagal tone predict cardiac recovery from acute social stress , 2007, Stress.

[102]  Beate M Herbert,et al.  Cardiac awareness and autonomic cardiac reactivity during emotional picture viewing and mental stress. , 2010, Psychophysiology.

[103]  Thomas Ritz,et al.  Studying noninvasive indices of vagal control: The need for respiratory control and the problem of target specificity , 2009, Biological Psychology.

[104]  P. Grossman,et al.  Toward understanding respiratory sinus arrhythmia: Relations to cardiac vagal tone, evolution and biobehavioral functions , 2007, Biological Psychology.

[105]  J. Thayer,et al.  Heart Rate Variability and Cardiac Vagal Tone in Psychophysiological Research – Recommendations for Experiment Planning, Data Analysis, and Data Reporting , 2017, Front. Psychol..

[106]  S. Porges,et al.  Social Engagement and Attachment , 2003, Annals of the New York Academy of Sciences.

[107]  Mary-Frances O'Connor,et al.  Baseline Vagal Tone Predicts BOLD Response during Elicitation of Grief , 2007, Neuropsychopharmacology.

[108]  J. Jennings,et al.  Regional cerebral blood flow correlates with heart period and high-frequency heart period variability during working-memory tasks: Implications for the cortical and subcortical regulation of cardiac autonomic activity. , 2004, Psychophysiology.

[109]  C. Wientjes,et al.  A comparison of three quantification methods for estimation of respiratory sinus arrhythmia. , 1990, Psychophysiology.

[110]  Sylvia D. Kreibig,et al.  Cardiovascular, electrodermal, and respiratory response patterns to fear- and sadness-inducing films. , 2007, Psychophysiology.

[111]  Julian F. Thayer,et al.  Matters of the variable heart: respiratory sinus arrhythmia response to marital interaction and associations with marital quality. , 2011, Journal of personality and social psychology.

[112]  Effect of public speaking on gastric myoelectrical reactivity and parasympathetic cardiac control , 2001 .

[113]  S. Folkman,et al.  Stress, appraisal, and coping , 1974 .

[114]  Adam K. Anderson,et al.  Affect-biased attention as emotion regulation , 2012, Trends in Cognitive Sciences.

[115]  David R. Herring,et al.  Coherent with laughter: subjective experience, behavior, and physiological responses during amusement and joy. , 2011, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[116]  Julian F. Thayer,et al.  Cardiac Effects of Momentary Assessed Worry Episodes and Stressful Events , 2007, Psychosomatic medicine.

[117]  E. D. de Geus,et al.  Differential effects of active versus passive coping on secretory immunity. , 2001, Psychophysiology.

[118]  Ian B Hickie,et al.  Heart rate variability is associated with emotion recognition: direct evidence for a relationship between the autonomic nervous system and social cognition. , 2012, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[119]  Peter Jönsson,et al.  Respiratory sinus arrhythmia in response to fear-relevant and fear-irrelevant stimuli. , 2008, Scandinavian journal of psychology.

[120]  David N. Towers,et al.  The many metrics of cardiac chronotropy: A pragmatic primer and a brief comparison of metrics , 2007, Biological Psychology.

[121]  E. Benarroch The central autonomic network: functional organization, dysfunction, and perspective. , 1993, Mayo Clinic proceedings.

[122]  J. Gross,et al.  Respiratory sinus arrhythmia, emotion, and emotion regulation during social interaction. , 2006, Psychophysiology.

[123]  S. Segalowitz,et al.  Autonomic and electrophysiological correlates of emotional intensity in older and younger adults. , 2008, Psychophysiology.

[124]  S. Porges Orienting in a defensive world: mammalian modifications of our evolutionary heritage. A Polyvagal Theory. , 1995, Psychophysiology.

[125]  D. Watson,et al.  Development and validation of brief measures of positive and negative affect: the PANAS scales. , 1988, Journal of personality and social psychology.

[126]  N. Eisenberg,et al.  Regulatory control and adults' stress-related responses to daily life events. , 1997, Journal of personality and social psychology.

[127]  Mi-Sook Park,et al.  Degree of extraversion and physiological responses to physical pain and sadness. , 2014, Scandinavian journal of psychology.

[128]  Sylvia D. Kreibig,et al.  Autonomic nervous system activity in emotion: A review , 2010, Biological Psychology.

[129]  Zhenhong Wang,et al.  Respiratory sinus arrhythmia is associated with trait positive affect and positive emotional expressivity , 2013, Biological Psychology.

[130]  Leslie D. Unger,et al.  Emotional and physiological reactivity in Complicated Grief. , 2016, Journal of affective disorders.

[131]  J. Gross,et al.  Emotion Regulation and Mental Health , 1995 .

[132]  G. Stemmler,et al.  Repressive and defensive coping during fear and anger. , 2003, Emotion.

[133]  R. Gramzow,et al.  Big tales and cool heads: academic exaggeration is related to cardiac vagal reactivity. , 2008, Emotion.

[134]  Kewei Chen,et al.  Neural correlates of heart rate variability during emotion , 2009, NeuroImage.

[135]  M. Lachman,et al.  The association of cardiac vagal control and executive functioning--findings from the MIDUS study. , 2013, Journal of psychiatric research.

[136]  S. Laborde,et al.  The contribution of coping-related variables and heart rate variability to visual search performance under pressure , 2015, Physiology & Behavior.

[137]  Noriaki Kanayama,et al.  Associations among positive mood, brain, and cardiovascular activities in an affectively positive situation , 2009, Brain Research.

[138]  Gut feelings and the reaction to perceived inequity: The interplay between bodily responses, regulation, and perception shapes the rejection of unfair offers on the ultimatum game , 2012, Cognitive, affective & behavioral neuroscience.

[139]  Nathan A. Fox,et al.  Autonomic nervous system reactivity to positive and negative mood induction: The role of acute psychological responses and frontal electrocortical activity , 2011, Biological Psychology.

[140]  P. Ekman An argument for basic emotions , 1992 .

[141]  D. Keltner,et al.  Vagal activity is quadratically related to prosocial traits, prosocial emotions, and observer perceptions of prosociality. , 2014, Journal of personality and social psychology.

[142]  K. Demyttenaere,et al.  Association between Cardiac Autonomic Function and Coping Style in Healthy Subjects , 1998, Pacing and clinical electrophysiology : PACE.

[143]  James J. Gross,et al.  Emotion Generation and Emotion Regulation: One or Two Depends on Your Point of View , 2011, Emotion review : journal of the International Society for Research on Emotion.

[144]  Yu Gao,et al.  Interactive effects of social adversity and respiratory sinus arrhythmia activity on reactive and proactive aggression. , 2015, Psychophysiology.

[145]  W. Mendes,et al.  Vagal flexibility: A physiological predictor of social sensitivity. , 2014, Journal of personality and social psychology.

[146]  Fay C. M. Geisler,et al.  Is emotion suppression beneficial or harmful? It depends on self-regulatory strength , 2015 .

[147]  Stephen W. Porges,et al.  Methodological issues in the quantification of respiratory sinus arrhythmia , 2007, Biological Psychology.

[148]  X. Bornas,et al.  Resting parietal EEG asymmetry and cardiac vagal tone predict attentional control , 2013, Biological Psychology.

[149]  M. Knepp,et al.  The impact of trait worry and emotion regulation on heart rate variability , 2015 .

[150]  S. Segerstrom,et al.  Heart Rate Variability Reflects Self-Regulatory Strength, Effort, and Fatigue , 2007, Psychological science.

[151]  D. Dougherty,et al.  Autonomic and prefrontal cortex responses to autobiographical recall of emotions , 2007, Cognitive, affective & behavioral neuroscience.

[152]  P. Näätänen,et al.  Experiencing positive affect and negative affect during stress: relationships to cardiac reactivity and to facial expressions. , 2006, Scandinavian journal of psychology.

[153]  M. Codispoti,et al.  Autonomic Reactivity during Viewing of an Unpleasant Film , 2001, Perceptual and motor skills.

[154]  Tom Smeets,et al.  Autonomic and hypothalamic–pituitary–adrenal stress resilience: Impact of cardiac vagal tone , 2010, Biological Psychology.

[155]  Frank H Wilhelm,et al.  Vagal rebound during resolution of tearful crying among depressed and nondepressed individuals. , 2003, Psychophysiology.

[156]  S. A. Neumann,et al.  Hostility and distraction have differential influences on cardiovascular recovery from anger recall in women. , 2004, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[157]  A. Damasio,et al.  Basic emotions are associated with distinct patterns of cardiorespiratory activity. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[158]  Bethany E. Kok,et al.  How Positive Emotions Build Physical Health , 2013, Psychological science.

[159]  F. Wilhelm,et al.  Respiratory sinus arrhythmia, cardiac vagal control, and daily activity. , 2004, American journal of physiology. Heart and circulatory physiology.

[160]  R. Lazarus Psychological stress and the coping process , 1970 .

[161]  E. Sokhadze Effects of Music on the Recovery of Autonomic and Electrocortical Activity After Stress Induced by Aversive Visual Stimuli , 2007, Applied psychophysiology and biofeedback.

[162]  E. Skinner,et al.  Searching for the structure of coping: a review and critique of category systems for classifying ways of coping. , 2003, Psychological bulletin.

[163]  S. Bacon,et al.  The influence of trait and state rumination on cardiovascular recovery from a negative emotional stressor , 2008, Journal of Behavioral Medicine.

[164]  Michael D. Robinson,et al.  Measures of emotion: A review , 2009, Cognition & emotion.

[165]  R. Levenson Blood, Sweat, and Fears , 2003, Annals of the New York Academy of Sciences.

[166]  J. Vila,et al.  When head is tempered by heart: Heart rate variability modulates perception of other-blame reducing anger , 2009 .

[167]  John J. B. Allen,et al.  Emotional disclosure for whom? A study of vagal tone in bereavement , 2005, Biological Psychology.

[168]  B. Schmeichel,et al.  Predicting facial valence to negative stimuli from resting RSA: Not a function of active emotion regulation , 2006 .

[169]  A. Steptoe,et al.  Association Between Physical Fitness, Parasympathetic Control, and Proinflammatory Responses to Mental Stress , 2007, Psychosomatic medicine.

[170]  J. Houtveen,et al.  Contribution of tonic vagal modulation of heart rate, central respiratory drive, respiratory depth, and respiratory frequency to respiratory sinus arrhythmia during mental stress and physical exercise. , 2002, Psychophysiology.

[171]  R. Lane,et al.  A model of neurovisceral integration in emotion regulation and dysregulation. , 2000, Journal of affective disorders.

[172]  A. Elliot,et al.  A subtle threat cue, heart rate variability, and cognitive performance. , 2011, Psychophysiology.

[173]  B. Appelhans,et al.  Heart Rate Variability as an Index of Regulated Emotional Responding , 2006 .

[174]  J. Gross The Emerging Field of Emotion Regulation: An Integrative Review , 1998 .

[175]  L. Alloy,et al.  Atypical reactivity of heart rate variability to stress and depression across development: Systematic review of the literature and directions for future research. , 2016, Clinical psychology review.

[176]  S. Steinhauer,et al.  Respiratory sinus arrhythmia as an index of emotional response in young adults. , 2004, Psychophysiology.

[177]  J. Nandrino,et al.  Effects of Emotion Regulation Difficulties on the Tonic and Phasic Cardiac Autonomic Response , 2014, PloS one.

[178]  J. Russell Core affect and the psychological construction of emotion. , 2003, Psychological review.

[179]  Caroline E. Wright,et al.  Self-esteem levels and cardiovascular and inflammatory responses to acute stress , 2008, Brain, Behavior, and Immunity.

[180]  Anett Gyurak,et al.  Resting respiratory sinus arrhythmia buffers against rejection sensitivity via emotion control. , 2008, Emotion.

[181]  Stephan Hamann,et al.  Mapping discrete and dimensional emotions onto the brain: controversies and consensus , 2012, Trends in Cognitive Sciences.

[182]  P. Näätänen,et al.  The relationship of respiratory sinus arrhythmia to the co-activation of autonomic and facial responses during the Rorschach test. , 2000, Psychophysiology.

[183]  P. Grossman,et al.  Respiratory sinus arrhythmia, cardiac vagal tone, and respiration: within- and between-individual relations. , 1993, Psychophysiology.

[184]  P. Ritvo,et al.  Heart rate variability is enhanced in controls but not maladaptive perfectionists during brief mindfulness meditation following stress-induction: A stratified-randomized trial. , 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[185]  Thomas Llewelyn Webb,et al.  Automatic control of negative emotions: Evidence that structured practice increases the efficiency of emotion regulation , 2014, Cognition & emotion.

[186]  O. John,et al.  Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being. , 2003, Journal of personality and social psychology.

[187]  J. Thayer,et al.  Reduced heart rate variability in chronic alcohol abuse: relationship with negative mood, chronic thought suppression, and compulsive drinking , 2003, Biological Psychiatry.

[188]  D. Keltner,et al.  Affective and physiological responses to the suffering of others: compassion and vagal activity. , 2015, Journal of personality and social psychology.

[189]  Seung-Hwan Lee,et al.  Individual differences in cardiac vagal tone are associated with differential neural responses to facial expressions at different spatial frequencies: An ERP and sLORETA study , 2012, Cognitive, affective & behavioral neuroscience.

[190]  D. Sloan,et al.  Respiratory sinus arrhythmia predicts written disclosure outcome. , 2005, Psychophysiology.

[191]  J. Thayer,et al.  Acute autonomic effects of experimental worry and cognitive problem solving: Why worry about worry? , 2009 .

[192]  A. Angrilli,et al.  Cardiac responses associated with affective processing of unpleasant film stimuli. , 2000, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[193]  J. Gross Emotion Regulation: Current Status and Future Prospects , 2015 .

[194]  Jay J Van Bavel,et al.  Cardiac vagal tone predicts attentional engagement to and disengagement from fearful faces. , 2013, Emotion.

[195]  G. Spangler Psychological and physiological responses during an exam and their relation to personality characteristics , 1997, Psychoneuroendocrinology.

[196]  Julian F. Thayer,et al.  Low vagal tone is associated with impaired post stress recovery of cardiovascular, endocrine, and immune markers , 2010, European Journal of Applied Physiology.

[197]  Bruce H. Friedman,et al.  An autonomic flexibility–neurovisceral integration model of anxiety and cardiac vagal tone , 2007, Biological Psychology.

[198]  Timothy W. Smith,et al.  Cardiovascular Reactivity During Positive and Negative Marital Interactions , 2007, Journal of Behavioral Medicine.

[199]  Rob B. Briner,et al.  Changing Moods: The Psychology of Mood and Mood Regulation , 1996 .

[200]  M. Dugas,et al.  Respiratory sinus arrhythmia during worry forecasts stress-related increases in psychological distress , 2014, Stress.

[201]  O. John,et al.  Emotion Regulation in Close Relationships , 2013 .

[202]  J. Thayer,et al.  Cardiac Vagal Tone Predicts Inhibited Attention to Fearful Faces the Neurovisceral Integration Model and Hrv , 2012 .

[203]  Maurizio Codispoti,et al.  Watching emotional movies: affective reactions and gender differences. , 2008, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[204]  J. Critelli,et al.  The ‘distressed’ personality, coping and cardiovascular risk , 2011 .

[205]  L. Diamond,et al.  Attachment style, current relationship security, and negative emotions: The mediating role of physiological regulation , 2005 .

[206]  S. Porges,et al.  Infant regulation of the vagal "brake" predicts child behavior problems: a psychobiological model of social behavior. , 1996, Developmental psychobiology.

[207]  K. Larkin,et al.  The influence of forgiveness and apology on cardiovascular reactivity and recovery in response to mental stress , 2010, Journal of Behavioral Medicine.

[208]  R. Crnjar,et al.  Emotional Responses to Pleasant and Unpleasant Oral Flavour Stimuli , 2011 .

[209]  H. Demaree,et al.  Spontaneous emotion regulation to positive and negative stimuli , 2010, Brain and Cognition.

[210]  Heather L. Urry,et al.  Cognition and Emotion Lecture at the 2010 SPSP Emotion Preconference , 2011, Cognition & emotion.

[211]  Stephanie E. Moser,et al.  Feeling good: autonomic nervous system responding in five positive emotions. , 2011, Emotion.

[212]  Peter J Gianaros,et al.  Cardiac vagal activity during psychological stress varies with social functioning in older women. , 2008, Psychophysiology.

[213]  Thomas Kubiak,et al.  Cardiac vagal tone is associated with social engagement and self-regulation , 2013, Biological Psychology.

[214]  H. Schächinger,et al.  Hopelessness Is Associated With Decreased Heart Rate Variability During Championship Chess Games , 2003, Psychosomatic medicine.

[215]  A. Aldao,et al.  Individual differences in physiological flexibility predict spontaneous avoidance , 2016, Cognition & emotion.