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Research Article

Second-to-Second Affective Responses to Images Correspond With Affective Reactivity, Variability, and Instability in Daily Life

Published Online:April 11, 2023https://doi.org/10.1027/1618-3169/a000564

Abstract

Abstract: Two distinct literatures have evolved to study within-person changes in affect over time. One literature has examined affect dynamics with millisecond-level resolution under controlled laboratory conditions, and the second literature has captured affective dynamics across much longer timescales (e.g., hours or days) within the relatively uncontrolled but more ecologically valid conditions of daily life. Despite the importance of linking these literatures, very little research has been done so far. In the laboratory, peak affect intensities and reaction durations were quantified using a paradigm that captures second-to-second changes in subjective affect elicited by provocative images. In two studies, analyses attempted to link these micro-dynamic indexes to fluctuations in daily affect ratings collected via daily protocols up to 4 weeks later. Although peak intensity and reaction duration scores from the laboratory did not consistently relate to daily scores pertaining to affect variability or instability, the total magnitude of changes in affect following images did display relationships of this type. In addition, higher peaks in the laboratory predicted larger intensity reactions to salient daily events. Together, the studies provide insights into the mechanisms through which correspondences and noncorrespondences between laboratory reactivity indices and daily affect dynamic measures can be expected.

References

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Sage Publications. First citation in articleGoogle Scholar

  • Baltes, P. B., Reese, H. W., & Nesselroade, J. R. (1977). Life-span developmental psychology: Introduction to research methods. Lawrence Erlbaum Associates. First citation in articleGoogle Scholar

  • Barrett, L. F. (2006). Valence is a basic building block of emotional life. Journal of Research in Personality, 40(1), 35–55. 10.1016/j.jrp.2005.08.006 First citation in articleCrossref, Google Scholar

  • Bradley, M. M., & Lang, P. J. (1994). Measuring emotion: The Self-Assessment Manikin and the semantic differential. Journal of Behavior Therapy and Experimental Psychiatry, 25(1), 49–59. 10.1016/0005-7916(94)90063-9 First citation in articleCrossref Medline, Google Scholar

  • Brans, K., & Verduyn, P. (2014). Intensity and duration of negative emotions: Comparing the role of appraisals and regulation strategies. PLoS ONE, 9(3), e92410. 10.1371/journal.pone.0092410 First citation in articleCrossref, Google Scholar

  • Cacioppo, J. T., & Berntson, G. G. (1999). The affect system: Architecture and operating characteristics. Current Directions in Psychological Science, 8(5), 133–137. 10.1111/1467-8721.00031 First citation in articleCrossref, Google Scholar

  • Carver, C. S., & White, T. L. (1994). Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales. Journal of Personality and Social Psychology, 67(2), 319–333. 10.1037/0022-3514.67.2.319 First citation in articleCrossref, Google Scholar

  • Conner, T. S., & Barrett, L. F. (2012). Trends in ambulatory self-report: The role of momentary experience in psychosomatic medicine. Psychosomatic Medicine, 74(4), 327–337. 10.1097/PSY.0b013e3182546f18 First citation in articleCrossref Medline, Google Scholar

  • Cross, C. P., Copping, L. T., & Campbell, A. (2011). Sex differences in impulsivity: A meta-analysis. Psychological Bulletin, 137(1), 97–130. 10.1037/a0021591 First citation in articleCrossref Medline, Google Scholar

  • Davidson, R. J. (1998). Affective style and affective disorders: Perspectives from affective neuroscience. Cognition and Emotion, 12(3), 307–330. 10.1080/026999398379628 First citation in articleCrossref, Google Scholar

  • Davidson, R. J. (2015). Comment: Affective chronometry has come of age. Emotion Review, 7(4), 368–370. 10.1177/1754073915590844 First citation in articleCrossref, Google Scholar

  • Dejonckheere, E., Mestdagh, M., Houben, M., Rutten, I., Sels, L., Kuppens, P., & Tuerlinckx, F. (2019). Complex affect dynamics add limited information to the prediction of psychological well-being. Nature Human Behaviour, 3(5), 478–491. 10.1038/s41562-019-0555-0 First citation in articleCrossref Medline, Google Scholar

  • Derryberry, D., & Reed, M. A. (2002). Anxiety-related attentional biases and their regulation by attentional control. Journal of Abnormal Psychology, 111(2), 225–236. 10.1037//0021-843x.111.2.225 First citation in articleCrossref Medline, Google Scholar

  • Dichter, G. S., & Tomarken, A. J. (2008). The chronometry of affective startle modulation in unipolar depression. Journal of Abnormal Psychology, 117(1), 1–15. 10.1037/0021-843X.117.1.1 First citation in articleCrossref Medline, Google Scholar

  • Diener, E., Sandvik, E., & Pavot, W. (1991). Happiness is the frequency, not the intensity, of positive versus negative affect. In F. StrackM. ArgyleN. Schwarz (Eds.), Subjective well-being: An interdisciplinary perspective (pp. 119–139). Pergamon Press. First citation in articleGoogle Scholar

  • Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D., Oishi, S., & Biswas-Diener, R. (2010). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143–156. 10.1007/s11205-009-9493-y First citation in articleCrossref, Google Scholar

  • Eid, M., & Diener, E. (1999). Intraindividual variability in affect: Reliability, validity, and personality correlates. Journal of Personality and Social Psychology, 76(4), 662–676. 10.1037/0022-3514.76.4.662 First citation in articleCrossref, Google Scholar

  • Frederick, S., & Loewenstein, G. (1999). Hedonic adaptation. In D. KahnemanE. DienerN. Schwarz (Eds.), Well-being: The foundations of hedonic psychology (pp. 302–329). Russell Sage Foundation. First citation in articleGoogle Scholar

  • Freud, A. (1974). The writings of Anna Freud: I. Introduction to psychoanalysis: Lectures for child analysts and teachers, 1922-1935. International Universities Press. First citation in articleGoogle Scholar

  • Gross, J. J., Sutton, S. K., & Ketelaar, T. (1998). Relations between affect and personality: Support for the affect-level and affective reactivity views. Personality and Social Psychology Bulletin, 24(3), 279–288. 10.1177/0146167298243005 First citation in articleCrossref, Google Scholar

  • Grosse Rueschkamp, J. M., Kuppens, P., Riediger, M., Blanke, E. S., & Brose, A. (2020). Higher well-being is related to reduced affective reactivity to positive events in daily life. Emotion, 20(3), 376–390. 10.1037/emo0000557 First citation in articleCrossref Medline, Google Scholar

  • Heller, A. S., Fox, A. S., Wing, E. K., McQuisition, K. M., Vack, N. J., & Davidson, R. J. (2015). The neurodynamics of affect in the laboratory predicts persistence of real-world emotional responses. The Journal of Neuroscience, 35(29), 10503–10509. 10.1523/JNEUROSCI.0569-15.2015. First citation in articleCrossref Medline, Google Scholar

  • Heller, A. S., Lapate, R. C., Mayer, K. E., & Davidson, R. J. (2014). The face of negative affect: Trial-by-trial corrugator responses to negative pictures are positively associated with amygdala and negatively associated with ventromedial prefrontal cortex activity. Journal of Cognitive Neuroscience, 26(9), 2102–2110. 10.1162/jocn_a_00622 First citation in articleCrossref Medline, Google Scholar

  • Hemenover, S. H. (2003). Individual differences in rate of affect change: Studies in affective chronometry. Journal of Personality and Social Psychology, 85(1), 121–131. 10.1037/0022-3514.85.1.121 First citation in articleCrossref Medline, Google Scholar

  • Hicks, A. M., & Diamond, L. M. (2008). How was your day? Couples’ affect when telling and hearing daily events. Personal Relationships, 15(2), 205–228. 10.1111/j.1475-6811.2008.00194.x First citation in articleCrossref, Google Scholar

  • Höflich, A., Michenthaler, P., Kasper, S., & Lanzenberger, R. (2019). Circuit mechanisms of reward, anhedonia, and depression. The international Journal of Neuropsychopharmacology, 22(2), 105–118. 10.1093/ijnp/pyy081. First citation in articleCrossref Medline, Google Scholar

  • Houben, M., Van Den Noortgate, W., & Kuppens, P. (2015). The relation between short-term emotion dynamics and psychological well-being: A meta-analysis. Psychological Bulletin, 141(4), 901–930. 10.1037/a0038822 First citation in articleCrossref Medline, Google Scholar

  • Irvin, R. L., Klein, R. J., & Robinson, M. D. (in press). Faster, stronger, and more obligatory? A temporal analysis of negative (versus positive) emotional reactions. Journal of Experimental Social Psychology. First citation in articleGoogle Scholar

  • Jahng, S., Wood, P. K., & Trull, T. J. (2008). Analysis of affective instability in ecological momentary assessment: Indices using successive difference and group comparison via multilevel modeling. Psychological Methods, 13(4), 354–375. 10.1037/a0014173 First citation in articleCrossref Medline, Google Scholar

  • Klein, R. (2022). Second-to-second affective responses to images correspond with affective reactivity, variability, and instability in daily life. https://osf.io/z54qu First citation in articleGoogle Scholar

  • Klein, R. J., Jacobson, N. C., & Robinson, M. D. (2022). A psychological flexibility perspective on well-being: Emotional reactivity, adaptive choices, and daily experiences. Emotion. Online ahead of print. 10.1037/emo0001159 First citation in articleCrossref, Google Scholar

  • Koenigsberg, H. W. (2010). Affective instability: Toward an integration of neuroscience and psychological perspectives. Journal of Personality Disorders, 24(1), 60–82. 10.1521/pedi.2010.24.1.60 First citation in articleCrossref Medline, Google Scholar

  • Koval, P., Brose, A., Pe, M. L., Houben, M., Erbas, Y., Champagne, D., & Kuppens, P. (2015). Emotional inertia and external events: The roles of exposure, reactivity, and recovery. Emotion, 15(5), 625–636. 10.1037/emo0000059 First citation in articleCrossref Medline, Google Scholar

  • Koval, P., Ogrinz, B., Kuppens, P., Van den Bergh, O., Tuerlinckx, F., & Sütterlin, S. (2013). Affective instability in daily life is predicted by resting heart rate variability. PLoS ONE, 8(11), e81536. 10.1371/journal.pone.0081536 First citation in articleCrossref, Google Scholar

  • Koval, P., Pe, M. L., Meers, K., & Kuppens, P. (2013). Affect dynamics in relation to depressive symptoms: Variable, unstable or inert? Emotion, 13(6), 1132–1141. 10.1037/a0033579 First citation in articleCrossref Medline, Google Scholar

  • Kuppens, P. (2015). It’s about time: A special issue on affect dynamics. Emotion Review, 7(4), 297–300. 10.1177/1754073915590947 First citation in articleCrossref, Google Scholar

  • Kuppens, P., Dejonckheere, E., Kalokerinos, E. K., & Koval, P. (2022). Some recommendations on the use of daily life methods in affective science. Affective Science, 3(2), 505–515. 10.1007/s42761-022-00101-0 First citation in articleCrossref Medline, Google Scholar

  • Kuppens, P., Oravecz, Z., & Tuerlinckx, F. (2010). Feelings change: Accounting for individual differences in the temporal dynamics of affect. Journal of Personality and Social Psychology, 99(6), 1042–1060. 10.1037/a0020962 First citation in articleCrossref Medline, Google Scholar

  • Kuppens, P., Van Mechelen, I., & Rijmen, F. (2008). Toward disentangling sources of individual differences in appraisal and anger. Journal of Personality, 76(4), 969–1000. 10.1111/j.1467-6494.2008.00511.x First citation in articleCrossref Medline, Google Scholar

  • Lang, P. J., & Bradley, M. M. (2013). Appetitive and defensive motivation: Goal-directed or goal-determined? Emotion Review, 5(3), 230–234. 10.1177/1754073913477511. First citation in articleCrossref Medline, Google Scholar

  • Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (2005). International Affective Picture System (IAPS): Affective ratings of pictures and instruction manual. Technical Report A-6. University of Florida. First citation in articleGoogle Scholar

  • Larsen, R. J., & Diener, E. (1987). Affect intensity as an individual difference characteristic: A review. Journal of Research in Personality, 21(1), 1–39. 10.1016/0092-6566(87)90023-7 First citation in articleCrossref, Google Scholar

  • Larsen, R. J., Diener, E., & Emmons, R. A. (1986). Affect intensity and reactions to daily life events. Journal of Personality and Social Psychology, 51(4), 803–814. 10.1037/0022-3514.51.4.803 First citation in articleCrossref, Google Scholar

  • Loersch, C., & Payne, B. K. (2016). Demystifying priming. Current Opinion in Psychology, 12(1), 32–36. 10.1016/j.copsyc.2016.04.020 First citation in articleCrossref, Google Scholar

  • Luck, S. J. (2012). Event-related potentials. In H. CooperP. M. CamicD. L. LongA. T. PanterD. RindskopfK. J. Sher (Eds.), APA handbook of research methods in psychology (Vol. 1, pp. 523–546). American Psychological Association First citation in articleCrossref, Google Scholar

  • Luhmann, M., & Intelisano, S. (2018). Hedonic adaptation and the set point for subjective well-being. In E. DienerS. OishiL. Tay (Eds.), Handbook of well-being. DEF Publishers First citation in articleGoogle Scholar

  • Mestdagh, M. (2016). relativeVariability: Relative Variability. R package version 1.0. GitHub. First citation in articleGoogle Scholar

  • Mestdagh, M., Pe, M., Pestman, W., Verdonck, S., Kuppens, P., & Tuerlinckx, F. (2018). Sidelining the mean: The relative variability index as a generic mean-corrected variability measure for bounded variables. Psychological Methods, 23(4), 690–707. 10.1037/met0000153 First citation in articleCrossref Medline, Google Scholar

  • Nesselroade, J. R. (1991). The warp and the woof of the developmental fabric. In R. M. DownsL. S. LibenD. S. Palermo (Eds.), Visions of aesthetics, the environment & development: The legacy of Joachim F. Wohlwill (pp. 213–240). Lawrence Erlbaum Associates. First citation in articleGoogle Scholar

  • Nezlek, J. B. (2012). Multilevel modeling for psychologists. In H. CooperP. M. CamicD. L. LongA. T. PanterD. RindskopfK. J. Sher (Eds.), APA handbook of research methods in psychology (Vol. 3, pp. 219–241). American Psychological Association. First citation in articleCrossref, Google Scholar

  • Nica, E. I., & Links, P. S. (2009). Affective instability in borderline personality disorder: Experience sampling findings. Current Psychiatry Reports, 11(1), 74–81. 10.1007/s11920-009-0012-2 First citation in articleCrossref Medline, Google Scholar

  • Norris, C. J., Gollan, J., Berntson, G. G., & Cacioppo, J. T. (2010). The current status of research on the structure of evaluative space. Biological Psychology, 84(3), 422–436. 10.1016/j.biopsycho.2010.03.011 First citation in articleCrossref Medline, Google Scholar

  • Ohly, S., Sonnentag, S., Niessen, C., & Zapf, D. (2010). Diary studies in organizational research: An introduction and some practical recommendations. Journal of Personnel Psychology, 9(2), 79–93. 10.1027/1866-5888/a000009 First citation in articleLink, Google Scholar

  • Oishi, S., Diener, E., Choi, D. W., Kim-Prieto, C., & Choi, I. (2007). The dynamics of daily events and well-being across cultures: When less is more. Journal of Personality and Social Psychology, 93(4), 685–698. 10.1037/0022-3514.93.4.685. First citation in articleCrossref Medline, Google Scholar

  • Panaite, V., Rottenberg, J., & Bylsma, L. M. (2020). Daily affective dynamics predict depression symptom trajectories among adults with major and minor depression. Affective Science, 1(3), 186–198. 10.1007/s42761-020-00014-w First citation in articleCrossref Medline, Google Scholar

  • Pruessner, J. C., Kirschbaum, C., Meinlschmid, G., & Hellhammer, D. H. (2003). Two formulas for computation of the area under the curve represent measures of total hormone concentration versus time-dependent change. Psychoneuroendocrinology, 28(7), 916–931. 10.1016/s0306-4530(02)00108-7. First citation in articleCrossref Medline, Google Scholar

  • Puccetti, N. A., Schaefer, S. M., van Reekum, C. M., Ong, A. D., Almeida, D. M., Ryff, C. D., Davidson, R. J., & Heller, A. S. (2021). Linking amygdala persistence to real-world emotional experience and psychological well-being. The Journal of Neuroscience, 41(16), 3721–3730. 10.1523/JNEUROSCI.1637-20.2021. First citation in articleCrossref Medline, Google Scholar

  • R Core Team. (2019). R: A language and environment for statistical computing. R Foundation for Statistical Computing. https://www.Rproject.org/ First citation in articleGoogle Scholar

  • Robinson, M. D., Irvin, R. L., & Klein, R. J. (2021). Dynamic negativity effects in emotional responding: Onsets, peaks, and influences from repetition. Emotion, 21(5), 972–980. 1037/emo0000973 First citation in articleCrossref Medline, Google Scholar

  • Robinson, M. D., Klein, R. J., & Irvin, R. L. (in press). Sex differences in threat sensitivity: Evidence from two experimental paradigms. Journal of Experimental Social Psychology. First citation in articleGoogle Scholar

  • Ruef, A. M., & Levenson, R. W. (2007). Continuous measurement of emotion: The affect rating dial. In J. A. CoanJ. J. Allen (Eds.), Handbook of emotion elicitation and assessment (pp. 286–297). Oxford University Press. First citation in articleGoogle Scholar

  • Santangelo, P., Bohus, M., & Ebner-Priemer, U. W. (2014). Ecological momentary assessment in borderline personality disorder: A review of recent findings and methodological challenges. Journal of Personality Disorders, 28(4), 555–576. 1521/pedi_2012_26_067 First citation in articleCrossref Medline, Google Scholar

  • Schaefer, S. M., Morozink Boylan, J., van Reekum, C. M., Lapate, R. C., Norris, C. J., Ryff, C. D., & Davidson, R. J. (2013). Purpose in life predicts better emotional recovery from negative stimuli. PLoS ONE, 8(11), e80329. 1371/journal.pone.0080329. First citation in articleCrossref, Google Scholar

  • Scherbaum, C. A., & Ferreter, J. M. (2009). Estimating statistical power and required sample sizes for organizational research using multilevel modeling. Organizational Research Methods, 12(2), 347–367. 10.1177/1094428107308906 First citation in articleCrossref, Google Scholar

  • Sheldon, K. M., & Lyubormirsky, S. (2021). Revisiting the sustainable happiness model and pie chart: Can happiness be successfully pursued? The Journal of Positive Psychology, 16(2), 145–154. 10.1080/17439760.2019.1689421 First citation in articleCrossref, Google Scholar

  • Singer, J. D. (1998). Using SAS PROC MIXED to fit multilevel models, hierarchical models, and individual growth models. Journal of Educational and Behavioral Statistics, 23(4), 323–355. 10.3102/10769986023004323 First citation in articleCrossref, Google Scholar

  • Suls, J., & Martin, R. (2005). The daily life of the garden-variety neurotic: Reactivity, stressor exposure, mood spillover, and maladaptive coping. Journal of Personality, 73(6), 1485–1509. 1111/j.1467-6494.2005.00356.x First citation in articleCrossref Medline, Google Scholar

  • Taylor, S. E. (1991). Asymmetrical effects of positive and negative events: The mobilization-minimization hypothesis. Psychological Bulletin, 110(1), 67–85. 1037/0033-2909.110.1.67 First citation in articleCrossref Medline, Google Scholar

  • Thompson, R. J., Mata, J., Jaeggi, S. M., Buschkuehl, M., Jonides, J., & Gotlib, I. H. (2012). The everyday emotional experience of adults with major depressive disorder: Examining emotional instability, inertia, and reactivity. Journal of Abnormal Psychology, 121(4), 819–829. 1037/a0027978 First citation in articleCrossref Medline, Google Scholar

  • Trull, T. J., Lane, S. P., Koval, P., & Ebner-Priemer, U. W. (2015). Affective dynamics in psychopathology. Emotion Review, 7(4), 355–361. 10.1177/1754073915590617 First citation in articleCrossref Medline, Google Scholar

  • Trull, T. J., Solhan, M. B., Tragesser, S. L., Jahng, S., Wood, P. K., Piasecki, T. M., & Watson, D. (2008). Affective instability: Measuring a core feature of borderline personality disorder with ecological momentary assessment. Journal of Abnormal Psychology, 117(3), 647–661. 10.1037/a0012532 First citation in articleCrossref Medline, Google Scholar

  • Verduyn, P., Delvaux, E., Van Coillie, H., Tuerlinckx, F., & Van Mechelen, I. (2009). Predicting the duration of emotional experience: Two experience sampling studies. Emotion, 9(1), 83–91. 10.1037/a0014610 First citation in articleCrossref Medline, Google Scholar

  • Watson, D. (2000). Mood and temperament. Guilford Press. First citation in articleGoogle Scholar

  • Watson, D., & Clark, L. A. (1984). Negative affectivity: The disposition to experience aversive emotional states. Psychological Bulletin, 96(3), 465–490. 10.1037/0033-2909.96.3.465 First citation in articleCrossref Medline, Google Scholar

  • Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. 10.1037//0022-3514.54.6.1063 First citation in articleCrossref Medline, Google Scholar

  • Watson, D., Wiese, D., Vaidya, J., & Tellegen, A. (1999). The two general activation systems of affect: Structural findings, evolutionary considerations, and psychobiological evidence. Journal of Personality and Social Psychology, 76(5), 820–838. First citation in articleCrossref, Google Scholar

  • West, S. G., Ryu, E., Kwok, O. M., & Cham, H. (2011). Multilevel modeling: Current and future applications in personality research. Journal of Personality, 79(1), 2–50. 10.1111/j.1467-6494.2010.00681.x. First citation in articleCrossref Medline, Google Scholar

  • Wichers, M., Wigman, J. T. W., & Myin-Germeys, I. (2015). Micro-level affect dynamics in psychopathology viewed from complex dynamical system theory. Emotion Review, 7(4), 362–367. First citation in articleCrossref, Google Scholar

  • Wilhelm, F. H., & Grossman, P. (2010). Emotions beyond the laboratory: Theoretical fundaments, study design, and analytic strategies for advanced ambulatory assessment. Biological Psychology, 84(3), 552–569. 10.1016/j.biopsycho.2010.01.017 First citation in articleCrossref Medline, Google Scholar