Physiological signals distinguish between reading emotional and non-emotional sections in a novel

We are interested in monitoring an individual’s emotions during the reading of a novel. While physiological responses to experimentally induced emotions are often small and inconsistent, being engaged in a novel may elicit relatively strong responses. We analyzed EEG, ECG, skin conductance and respiration of 57 readers reading a complete, yet to be published novel written by a popular contemporary writer (Arnon Grunberg) and compared physiology during the reading of pre-defined sections that were either emotionally intense or not. Heart rate was lower while reading emotional sections. We also found effects of emotional intensity on breathing variability and alpha asymmetry. Most of the examined physiological variables were strongly affected by time on task. We could estimate whether the physiological data of an individual reader were collected during the reading of an emotional or non-emotional section with an accuracy of up to 72% using individualized models and after correcting data for individually modeled time-related effects. Our results imply that using our methodology, it is possible to examine fluctuating reader’s emotion during the reading of a novel after reading, but not (yet) in real time.

[1]  A. Jacobs,et al.  The power of emotional valence—from cognitive to affective processes in reading , 2012, Front. Hum. Neurosci..

[2]  Sara C. Sereno,et al.  Early emotion word processing: Evidence from event-related potentials , 2009, Biological Psychology.

[3]  Walton T. Roth,et al.  8 A Comparison of P300 and Skin Conductance Response , 1983 .

[4]  Jan B. F. van Erp,et al.  Evidence for effects of task difficulty but not learning on neurophysiological variables associated with effort. , 2014, International Journal of Psychophysiology.

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

[6]  M. V. Dazzani,et al.  Feelings, Imagination and Self-Understanding , 2010 .

[7]  Robert Oostenveld,et al.  FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data , 2010, Comput. Intell. Neurosci..

[8]  Peter Vuust,et al.  Amygdala and heart rate variability responses from listening to emotionally intense parts of a story , 2011, NeuroImage.

[9]  H. Lackner,et al.  Prefrontal EEG alpha asymmetry changes while observing disaster happening to other people: Cardiac correlates and prediction of emotional impact , 2014, Biological Psychology.

[10]  Hyo Jung Kim,et al.  The Effect of Searching Versus Surfing on Cognitive and Emotional Responses to Online News , 2009, J. Media Psychol. Theor. Methods Appl..

[11]  J. Kissler,et al.  Buzzwords , 2007, Psychological science.

[12]  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.

[13]  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 .

[14]  Nava Levit-Binnun,et al.  Studying the dynamics of autonomic activity during emotional experience. , 2014, Psychophysiology.

[15]  J. Cacioppo,et al.  Inferring psychological significance from physiological signals. , 1990, The American psychologist.

[16]  B. Kudielka,et al.  Ten Years of Research with the Trier Social Stress Test--Revisited. , 2007 .

[17]  O. Jensen,et al.  Frontal theta activity in humans increases with memory load in a working memory task , 2002, The European journal of neuroscience.

[18]  Jørgen Dines Johansen,et al.  Feelings in Literature , 2010, Integrative psychological & behavioral science.

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

[20]  Jitendra Malik,et al.  Detecting and localizing edges composed of steps, peaks and roofs , 1990, [1990] Proceedings Third International Conference on Computer Vision.

[21]  김수진,et al.  뇌파와 자율신경계 반응을 이용한 향(香)의 영향 평가 , 1999 .

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

[23]  T. Baumgartner,et al.  From emotion perception to emotion experience: emotions evoked by pictures and classical music. , 2006, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

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

[25]  Maurizio Codispoti,et al.  Arousal and attention: picture size and emotional reactions. , 2007, Psychophysiology.

[26]  C. Krumhansl An exploratory study of musical emotions and psychophysiology. , 1997, Canadian journal of experimental psychology = Revue canadienne de psychologie experimentale.

[27]  C. Kirschbaum,et al.  The 'Trier Social Stress Test'--a tool for investigating psychobiological stress responses in a laboratory setting. , 1993, Neuropsychobiology.

[28]  W. Klimesch,et al.  Simultaneous desynchronization and synchronization of different alpha responses in the human electroencephalograph: a neglected paradox? , 2000, Neuroscience Letters.

[29]  P. Lang International affective picture system (IAPS) : affective ratings of pictures and instruction manual , 2005 .

[30]  A. Keil,et al.  Alpha-band activity reflects reduction of mental effort in a comparison task: A source space analysis , 2006, Brain Research.

[31]  Sophie van der Sluis,et al.  Comparison of time and frequency domain measures of RSA in ambulatory recordings. , 2007, Psychophysiology.

[32]  Richard J. Davidson,et al.  Neuropsychological Perspectives on Affective Styles and Their Cognitive Consequences , 2005 .

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

[34]  J. E. Korteling,et al.  Using neurophysiological signals that reflect cognitive or affective state: six recommendations to avoid common pitfalls , 2015, Front. Neurosci..

[35]  A. Jacobs,et al.  Fiction feelings in Harry Potter: haemodynamic response in the mid-cingulate cortex correlates with immersive reading experience , 2014, Neuroreport.

[36]  Maarten A. Hogervorst,et al.  A new paradigm to induce mental stress: the Sing-a-Song Stress Test (SSST) , 2014, Front. Neurosci..

[37]  Jan B. F. van Erp,et al.  Perceiving blocks of emotional pictures and sounds: effects on physiological variables , 2013, Front. Hum. Neurosci..