Autonomic specificity of basic emotions: Evidence from pattern classification and cluster analysis

Autonomic nervous system (ANS) specificity of emotion remains controversial in contemporary emotion research, and has received mixed support over decades of investigation. This study was designed to replicate and extend psychophysiological research, which has used multivariate pattern classification analysis (PCA) in support of ANS specificity. Forty-nine undergraduates (27 women) listened to emotion-inducing music and viewed affective films while a montage of ANS variables, including heart rate variability indices, peripheral vascular activity, systolic time intervals, and electrodermal activity, were recorded. Evidence for ANS discrimination of emotion was found via PCA with 44.6% of overall observations correctly classified into the predicted emotion conditions, using ANS variables (z=16.05, p<.001). Cluster analysis of these data indicated a lack of distinct clusters, which suggests that ANS responses to the stimuli were nomothetic and stimulus-specific rather than idiosyncratic and individual-specific. Collectively these results further confirm and extend support for the notion that basic emotions have distinct ANS signatures.

[1]  J. Gross,et al.  The tie that binds? Coherence among emotion experience, behavior, and physiology. , 2005, Emotion.

[2]  J. Fahrenberg,et al.  Methodological guidelines for impedance cardiography. , 1990, Psychophysiology.

[3]  R. Patterson,et al.  Development and evaluation of an impedance cardiac output system. , 1966, Aerospace medicine.

[4]  D. G. Morrison,et al.  Bias in Multiple Discriminant Analysis , 1965 .

[5]  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.

[6]  J. Gross,et al.  Emotion elicitation using films , 1995 .

[7]  J. Fahrenberg.  Psychophysiological individuality: A pattern analytic approach to personality research and psychosomatic medicine , 1986 .

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

[9]  S. Hora,et al.  Estimation of Error Rates in Several-Population Discriminant Analysis , 1982 .

[10]  G. Willemsen,et al.  Ambulatory measurement of respiratory sinus arrhythmia and respiration rate , 1995, Biological Psychology.

[11]  J. Lacey,et al.  Autonomic Response Specificity: An Experimental Study , 1953, Psychosomatic medicine.

[12]  G. Stemmler,et al.  The autonomic differentiation of emotions revisited: convergent and discriminant validation. , 1989, Psychophysiology.

[13]  Rolph E. Anderson,et al.  Multivariate Data Analysis with Readings , 1979 .

[14]  F. Hesse,et al.  Experimental inductions of emotional states and their effectiveness: A review , 1994 .

[15]  C. Shagass,et al.  Physiologic Study of Symptom Mechanisms in Psychiatric Patients Under Stress , 1949, Psychosomatic medicine.

[16]  B. Friedman.  Feelings and the body: The Jamesian perspective on autonomic specificity of emotion , 2010, Biological Psychology.

[17]  Julian Meltzoff,et al.  Research in Psychotherapy , 1970 .

[18]  J. H. Ward.  Hierarchical Grouping to Optimize an Objective Function , 1963 .

[19]  J. Cacioppo,et al.  Handbook Of Psychophysiology , 2019 .

[20]  P. Ekman,et al.  The nature of emotion: Fundamental questions. , 1994 .

[21]  O. L. Davies,et al.  The Design and Analysis of Experiments , 1953 .

[22]  M. Marwitz,et al.  On the status of individual response specificity. , 1998, Psychophysiology.

[23]  G J Taylor,et al.  The Twenty-item Toronto Alexithymia Scale--II. Convergent, discriminant, and concurrent validity. , 1994, Journal of psychosomatic research.

[24]  J. Russell.  A circumplex model of affect. , 1980 .

[25]  J. Panksepp.  Cognitive Conceptualism—Where Have All the Affects Gone? Additional Corrections for Barrett et al. (2007) , 2008, Perspectives on psychological science : a journal of the Association for Psychological Science.

[26]  R. Plutchik.  A GENERAL PSYCHOEVOLUTIONARY THEORY OF EMOTION , 1980 .

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

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

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

[30]  M. Turner.  Impedance cardiography: a noninvasive way to monitor hemodynamics. , 2000, Dimensions of critical care nursing : DCCN.

[31]  M. Dawson,et al.  The electrodermal system , 2007 .

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

[33]  J. Cacioppo,et al.  The psychophysiology of emotion. , 1993 .

[34]  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.

[35]  J. Kampine,et al.  Circulatory Physiology: The Essentials , 1990 .

[36]  John J. B. Allen,et al.  The handbook of emotion elicitation and assessment , 2007 .

[37]  I. Christie,et al.  Autonomic specificity of discrete emotion and dimensions of affective space: a multivariate approach. , 2004, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[38]  C. Izard.  Basic Emotions, Natural Kinds, Emotion Schemas, and a New Paradigm , 2007, Perspectives on psychological science : a journal of the Association for Psychological Science.

[39]  Paul Ekman,et al.  Emotions inside out. 130 Years after Darwin's "The Expression of the Emotions in Man and Animal". , 2003, Annals of the New York Academy of Sciences.

[40]  F. Foerster.  Psychophysiological response specificities: A replication over a 12-month period , 1985, Biological Psychology.

[41]  R. Bagby,et al.  The twenty-item Toronto Alexithymia Scale--I. Item selection and cross-validation of the factor structure. , 1994, Journal of psychosomatic research.

[42]  J. Panksepp.  Neurologizing the Psychology of Affects: How Appraisal-Based Constructivism and Basic Emotion Theory Can Coexist , 2007, Perspectives on psychological science : a journal of the Association for Psychological Science.

[43]  Robert Plutchik,et al.  A psychoevolutionary theory of emotions , 1982 .

[44]  J. Lacey.  Psychophysiological approaches to the evaluation of psychotherapeutic process and outcome. , 1959 .

[45]  F. Foerster,et al.  The differentiation of individual-specific, stimulus-specific, and motivation-specific response patterns in activation processes: An inquiry investigatating their stability and possible importance in psychophysiology , 1983, Biological Psychology.

[46]  B. Fredrickson,et al.  Positive Emotions Speed Recovery from the Cardiovascular Sequelae of Negative Emotions. , 1998, Cognition & emotion.

[47]  N. Frijda.  Emotions are functional, most of the time , 1994 .

[48]  B. T. Engel.  Stimulus-Response and Individual-Response Specificity , 1960 .

[49]  E. N. Sokolov,et al.  Perception and the Conditioned Reflex , 1965 .

[50]  F. Hesse,et al.  Relative effectiveness and validity of mood induction procedures : a meta-analysis , 1996 .

[51]  C. J. Huberty,et al.  Issues in the use and interpretation of discriminant analysis , 1984 .

[52]  Robert Plutchik,et al.  Emotions in the practice of psychotherapy: Clinical implications of affect theories. , 2000 .

[53]  J. Lacey.  Somatic response patterning and stress : some revisions of activation theory , 1967 .

[54]  I. Nyklíček,et al.  Cardiorespiratory differentiation of musically-induced emotions. , 1997 .

[55]  Kristen A. Lindquist,et al.  Of Mice and Men: Natural Kinds of Emotions in the Mammalian Brain? A Response to Panksepp and Izard , 2007, Perspectives on psychological science : a journal of the Association for Psychological Science.

[56]  W. James,et al.  What Is an Emotion , 1977 .

[57]  N. Rickard.  Intense emotional responses to music: a test of the physiological arousal hypothesis , 2004 .

[58]  W. Boucsein.  Engineering Psychophysiology: Issues and Applications , 2009 .

[59]  L. F. Barrett.  Are Emotions Natural Kinds? , 2006, Perspectives on psychological science : a journal of the Association for Psychological Science.

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

[61]  John T. Cacioppo,et al.  Social psychophysiology : a sourcebook , 1983 .

[62]  L. F. Barrett,et al.  Handbook of Emotions , 1993 .

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

[64]  A. Boquet,et al.  Cluster analyses of cardiovascular responsivity to three laboratory stressors. , 1991, Psychosomatic medicine.

[65]  C. J. Huberty,et al.  Applied Discriminant Analysis , 1994 .

[66]  A. J. Fridlund,et al.  Pattern recognition of self-reported emotional state from multiple-site facial EMG activity during affective imagery. , 1984, Psychophysiology.