Abstract
In day-to-day social interactions, we frequently use cues and contextual knowledge to make perceptual decisions regarding the presence or absence of threat in facial expressions. Such perceptual decisions are often made in socially evaluative contexts. However, the influence of such contexts on perceptual discrimination of threatening and neutral expressions has not been examined empirically. Furthermore, it is unclear how individual differences in anxiety interact with socially evaluative contexts to influence threat-related perceptual decision-making. In the present study, participants completed a 2-alternative forced choice perceptual decision-making task in which they used threatening and neutral cues to discriminate between threatening and neutral faces while being socially evaluated by purported peers or not. Perceptual sensitivity and reaction time were measured. Individual differences in state anxiety were assessed immediately after the task. In the presence of social evaluation, higher state anxiety was associated with worse perceptual sensitivity, i.e., worse discrimination of threatening and neutral faces. These findings suggest that individual differences in anxiety interact with social evaluation to impair the use of threatening cues to discriminate between threatening and neutral expressions. Such impairment in perceptual decision-making may contribute to maladaptive social behavior that often accompanies evaluative social contexts.
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References
Adini, Y., Wilkonsky, A., Haspel, R., Tsodyks, M., & Sagi, D. (2004). Perceptual learning in contrast discrimination: The effect of contrast uncertainty. Journal of visIon, 4(12), 993–1005. https://doi.org/10.1167/4.12.2
Ait Oumeziane, B., Jones, O., & Foti, D. (2019). Neural sensitivity to social and monetary reward in depression: Clarifying general and domain-specific deficits. Frontiers in Behavioral Neuroscience, 13, 199. https://doi.org/10.3389/fnbeh.2019.00199
Andrews, J., Wadiwalla, M., Juster, R. P., Lord, C., Lupien, S. J., & Pruessner, J. C. (2007). Effects of manipulating the amount of social-evaluative threat on the cortisol stress response in young healthy men. Behavioral Neuroscience, 121(5), 871–876. https://doi.org/10.1037/0735-7044.121.5.871
Attwood, A. S., Easey, K. E., Dalili, M. N., Skinner, A. L., Woods, A., Crick, L., et al. (2017). State anxiety and emotional face recognition in healthy volunteers. Royal Society Open Science. https://doi.org/10.1098/rsos.160855
Bargh, J. A., & Chartrand, T. L. (2000). The mind in the middle: A practical guide to priming and automaticity research. Handbook of research methods in social and personality psychology (pp. 253–285). Cambridge: Cambridge University Press.
Barrett, L. F., & Bar, M. (2009). See it with feeling: affective predictions during object perception. Philosophical Transactions of the Royal Society of London Series B Biological Sciences, 364(1521), 1325–1334. https://doi.org/10.1098/rstb.2008.0312
Blanco, E., Castilla-Ortega, E., Miranda, R., Begega, A., Aguirre, J. A., Arias, J. L., et al. (2009). Effects of medial prefrontal cortex lesions on anxiety-like behaviour in restrained and non-restrained rats. Behavioural Brain Research, 201(2), 338–342. https://doi.org/10.1016/j.bbr.2009.03.001
Bolles, R. C., & Fanselow, M. S. (1980). A perceptual-defensive-recuperative model of fear and pain. Behavioral and Brain Sciences, 3(2), 291–301. https://doi.org/10.1017/S0140525X0000491X
Chun, M. M., & Jiang, Y. (1998). Contextual cueing: Implicit learning and memory of visual context guides spatial attention. Cognitive Psychology, 36(1), 28–71. https://doi.org/10.1006/cogp.1998.0681
Desimone, R., & Duncan, J. (1995). Neural mechanisms of selective visual attention. Annual Review of Neuroscience, 18(1), 193–222. https://doi.org/10.1146/annurev.ne.18.030195.001205
Dickerson, S. S., & Kemeny, M. E. (2004). Acute stressors and cortisol responses: A theoretical integration and synthesis of laboratory research. Psychological Bulletin, 130(3), 355–391. https://doi.org/10.1037/0033-2909.130.3.355
Distefano, A., Jackson, F., Levinson, A. R., Infantolino, Z. P., Jarcho, J. M., & Nelson, B. D. (2018). A comparison of the electrocortical response to monetary and social reward. Social Cognitive and Affective Neuroscience, 13(3), 247–255. https://doi.org/10.1093/scan/nsy006
Doty, T. J., Japee, S., Ingvar, M., & Ungerleider, L. G. (2013). Fearful face detection sensitivity in healthy adults correlates with anxiety-related traits. Emotion, 13(2), 183–188. https://doi.org/10.1037/a0031373
Eastwood, J. D., Smilek, D., & Merikle, P. M. (2001). Differential attentional guidance by unattended faces expressing positive and negative emotion. Perception & Psychophysics, 63(6), 1004–1013. https://doi.org/10.3758/BF03194519
Feldman Barrett, L., Mesquita, B., & Gendron, M. (2011). Context in emotion perception. Current Directions in Psychological Science, 20(5), 286–290. https://doi.org/10.1177/0963721411422522
Feldman, H., & Friston, K. J. (2010). Attention, uncertainty, and free-energy. Frontiers in Human Neuroscience. https://doi.org/10.3389/fnhum.2010.00215
Fiset, D., Blais, C., Gosselin, F., Bub, D., & Tanaka, J. (2008). Potent features for the categorization of Caucasian, African American, and Asian faces in Caucasian observers. Journal of Vision, 8(6), 258–258. https://doi.org/10.1167/8.6.258
Freeman, J. B., & Johnson, K. L. (2016). More than meets the eye: Split-second social perception. Trends in Cognitive Sciences, 20(5), 362–374. https://doi.org/10.1016/j.tics.2016.03.003
Geng, J. J., & Behrmann, M. (2002). Probability cuing of target location facilitates visual search implicitly in normal participants and patients with hemispatial neglect. Psychological Science, 13(6), 520–525. https://doi.org/10.1111/1467-9280.00491
Goldin, P. R., Manber, T., Hakimi, S., Canli, T., & Gross, J. J. (2009). Neural bases of social anxiety disorder: Emotional reactivity and cognitive regulation during social and physical threat. Archives of General Psychiatry, 66(2), 170. https://doi.org/10.1001/archgenpsychiatry.2008.525
Grupe, D. W., & Nitschke, J. B. (2013). Uncertainty and anticipation in anxiety: An integrated neurobiological and psychological perspective. Nature Reviews Neuroscience, 14(7), 488–501. https://doi.org/10.1038/nrn3524
Heekeren, H. R., Marrett, S., & Ungerleider, L. G. (2008). The neural systems that mediate human perceptual decision making. Nature Reviews Neuroscience, 9(6), 467–479. https://doi.org/10.1038/nrn2374
Herman, B. H., & Panksepp, J. (1978). Effects of morphine and naloxone on separation distress and approach attachment: Evidence for opiate mediation of social affect. Pharmacology, Biochemistry and Behavior, 9(2), 213–220. https://doi.org/10.1016/0091-3057(78)90167-3
Imbriano, G., Sussman, T. J., Jin, J., & Mohanty, A. (2019). The role of imagery in threat-related perceptual decision making. Emotion. https://doi.org/10.1037/emo0000610
Keating, P. (2005). D-prime (signal detection) analysis. http://www.linguistics.ucla.edu/faciliti/facilities/statistics/dprime.htm.
Linares, D., & Aguilar-Lleyda, D. (2019). Decoupling sensory from decisional choice biases in perceptual decision making. eLife. https://doi.org/10.7554/eLife.43994
Lu, Z.-L., & Dosher, B. A. (1998). External noise distinguishes attention mechanisms. Vision Research, 38(9), 1183–1198. https://doi.org/10.1016/S0042-6989(97)00273-3
Lundqvist, D., Esteves, F., & Öhman, A. (1999). The face of wrath: Critical features for conveying facial threat. Cognition and Emotion, 13(6), 691–711. https://doi.org/10.1080/026999399379041
Lundqvist, D., & Ohman, A. (2005). Emotion regulates attention: The relation between facial configurations, facial emotion, and visual attention. Visual Cognition, 12(1), 51–84. https://doi.org/10.1080/13506280444000085
Mather, M., & Sutherland, M. R. (2011). Arousal-Biased competition in perception and memory. Perspectives on Psychological Science, 6(2), 114–133. https://doi.org/10.1177/1745691611400234
Mohanty, A., & Sussman, T. (2013). Top-down modulation of attention by emotion. [Opinion]. Frontiers in Human Neuroscience. https://doi.org/10.3389/fnhum.2013.00102
Mullen, B., Bryant, B., & Driskell, J. E. (1997). Presence of others and arousal: An integration. Group Dynamics: Theory, Research, and Practice, 1(1), 52–64. https://doi.org/10.1037/1089-2699.1.1.52
Neta, M., Davis, F. C., & Whalen, P. J. (2011). Valence resolution of ambiguous facial expressions using an emotional oddball task. Emotion, 11(6), 1425–1433. https://doi.org/10.1037/a0022993
New, J., Cosmides, L., & Tooby, J. (2007). Category-specific attention for animals reflects ancestral priorities, not expertise. Proceedings of the National Academy of Sciences, 104(42), 16598–16603. https://doi.org/10.1073/pnas.0703913104
Öhman, A., Carlsson, K., Lundqvist, D., & Ingvar, M. (2007). On the unconscious subcortical origin of human fear. Physiology & Behavior, 92(1–2), 180–185. https://doi.org/10.1016/j.physbeh.2007.05.057
Öhman, A., Flykt, A., & Esteves, F. (2001a). Emotion drives attention: Detecting the snake in the grass. Journal of Experimental Psychology: General, 130(3), 466–478. https://doi.org/10.1037//0096-3445.130.3.466
Öhman, A., Lundqvist, D., & Esteves, F. (2001b). The face in the crowd revisited: A threat advantage with schematic stimuli. Journal of Personality and Social Psychology, 80(3), 381–396. https://doi.org/10.1037/0022-3514.80.3.381
Otten, M., Seth, A. K., & Pinto, Y. (2017). A social Bayesian brain: How social knowledge can shape visual perception. Brain and Cognition, 112, 69–77. https://doi.org/10.1016/j.bandc.2016.05.002
Quarmley, M. E., Nelson, B. D., Clarkson, T., White, L. K., & Jarcho, J. M. (2019). I knew you weren’t going to like me! Neural response to accurately predicting rejection is associated with anxiety and depression. Frontiers in Behavioral Neuroscience, 13, 219. https://doi.org/10.3389/fnbeh.2019.00219
Russell, J. A., & Fehr, B. (1987). Relativity in the perception of emotion in facial expressions. Journal of Experimental Psychology: General, 116(3), 223–237. https://doi.org/10.1037/0096-3445.116.3.223
Schmidt, J., & Zelinsky, G. J. (2009a). Search guidance is proportional to the categorical specificity of a target cue. Quarterly Journal of Experimental Psychology, 62(10), 1904–1914. https://doi.org/10.1080/17470210902853530
Schmidt, J., & Zelinsky, G. J. (2009b). Short article: Search guidance is proportional to the categorical specificity of a target cue. Quarterly Journal of Experimental Psychology, 62(10), 1904–1914. https://doi.org/10.1080/17470210902853530
Schupp, H. T., Öhman, A., Junghöfer, M., Weike, A. I., Stockburger, J., & Hamm, A. O. (2004). The facilitated processing of threatening faces: An ERP analysis. Emotion, 4(2), 189–200. https://doi.org/10.1037/1528-3542.4.2.189
Somerville, L. H., Jones, R. M., Ruberry, E. J., Dyke, J. P., Glover, G., & Casey, B. J. (2013). The medial prefrontal cortex and the emergence of self-conscious emotion in adolescence. Psychological Science, 24(8), 1554–1562. https://doi.org/10.1177/0956797613475633
Spielberger, C. D. (1989). State-trait anxiety inventory: A comprehensive bibliography. Consulting Psychologists Press.
Spielberger, C. D., Gorsuch, R., Lushene, R., Vagg, P., & Jacobs, G. (1983). Manual for the state-trait anxiety scale. Consulting Psychologists Press Inc.
Staugaard, S. R. (2010). Threatening faces and social anxiety: A literature review. Clinical Psychology Review, 30(6), 669–690. https://doi.org/10.1016/j.cpr.2010.05.001
Stolier, R. M., & Freeman, J. B. (2016). Neural pattern similarity reveals the inherent intersection of social categories. Nature Neuroscience, 19(6), 795–797. https://doi.org/10.1038/nn.4296
Summerfield, C., & de Lange, F. P. (2014). Expectation in perceptual decision making: Neural and computational mechanisms. Nature Reviews Neuroscience, 15(11), 745–756. https://doi.org/10.1038/nrn3838
Summerfield, C., & Egner, T. (2009). Expectation (and attention) in visual cognition. Trends in Cognitive Sciences, 13(9), 403–409. https://doi.org/10.1016/j.tics.2009.06.003
Summerfield, C., Egner, T., Greene, M., Koechlin, E., Mangels, J., & Hirsch, J. (2006a). Predictive codes for forthcoming perception in the frontal cortex. Science, 314(5803), 1311. https://doi.org/10.1126/science.1132028
Summerfield, C., Egner, T., Greene, M., Koechlin, E., Mangels, J., & Hirsch, J. (2006b). Predictive codes for forthcoming perception in the frontal cortex. Science. https://doi.org/10.1126/science.1132028
Summerfield, C., & Koechlin, E. (2008). A neural representation of prior information during perceptual inference. Neuron, 59(2), 336–347. https://doi.org/10.1016/j.neuron.2008.05.021
Sussman, T. J., Szekely, A., Hajcak, G., & Mohanty, A. (2016). It’s all in the anticipation: How perception of threat is enhanced in anxiety. Emotion. https://doi.org/10.1037/emo0000098
Sussman, T. J., Weinberg, A., Szekely, A., Hajcak, G., & Mohanty, A. (2017). Here comes trouble: Prestimulus brain activity predicts enhanced perception of threat. Cerebral Cortex, 27(4), 2695–2707. https://doi.org/10.1093/cercor/bhw104
Szekely, A., Rajaram, S., & Mohanty, A. (2017). Context learning for threat detection. Cognition and Emotion. https://doi.org/10.1080/02699931.2016.1237349
Szekely, A., Rajaram, S., & Mohanty, A. (2019). Memory for dangers past: Threat contexts produce more consistent learning than do non-threatening contexts. Cognition and Emotion. https://doi.org/10.1080/02699931.2018.1507998
Taylor, A., & Barton, J. (2015). The detection of fearful and angry expressions in visual search. Journal of Vision, 15(12), 1354–1354. https://doi.org/10.1167/15.12.1354
Thornhill, R., & Thornhill, N. W. (1989). The evolution of psychological pain. Sociobiology and the social sciences (pp. 73–103). Texas Tech University Press.
Tipples, J., Atkinson, A. P., & Young, A. W. (2002). The eyebrow frown: A salient social signal. Emotion, 2(3), 288–296. https://doi.org/10.1037/1528-3542.2.3.288
Tottenham, N., Tanaka, J. W., Leon, A. C., McCarry, T., Nurse, M., Hare, T. A., et al. (2009). The NimStim set of facial expressions: Judgments from untrained research participants. Psychiatry Research. https://doi.org/10.1016/j.psychres.2008.05.006
Vuilleumier, P. (2005). How brains beware: Neural mechanisms of emotional attention. Trends in Cognitive Sciences. https://doi.org/10.1016/j.tics.2005.10.011
Vuilleumier, P., & Driver, J. (2007). Modulation of visual processing by attention and emotion: Windows on causal interactions between human brain regions. Philosophical Transactions of the Royal Society B: Biological Sciences. https://doi.org/10.1098/rstb.2007.2092
Watson, A. B., & Pelli, D. G. (1983). Quest: A Bayesian adaptive psychometric method. Perception & Psychophysics. https://doi.org/10.3758/BF03202828
Whalen, P. J., Shin, L. M., McInerney, S. C., Fischer, H., Wright, C. I., & Rauch, S. L. (2001). A functional MRI study of human amygdala responses to facial expressions of fear versus anger (Vol. 1, pp. 70–83). American Psychological Association.
Willenbockel, V., Sadr, J., Fiset, D., Horne, G. O., Gosselin, F., & Tanaka, J. W. (2010). Controlling low-level image properties: The SHINE toolbox. Behavior Research Methods. https://doi.org/10.3758/BRM.42.3.671
Wolfe, J. M., Horowitz, T. S., Kenner, N., Hyle, M., & Vasan, N. (2004). How fast can you change your mind? The speed of top-down guidance in visual search. Vision Research, 44(12), 1411–1426. https://doi.org/10.1016/j.visres.2003.11.024
Yoon, K. L., Yang, J.-W., Chong, S. C., & Oh, K. J. (2014). Perceptual sensitivity and response bias in social anxiety: An application of signal detection theory. Cognitive Therapy and Research. https://doi.org/10.1007/s10608-014-9619-7
Zhuang, X., & Papathomas, T. V. (2011). Cue relevance effects in conjunctive visual search: Cueing for location, color, and orientation. Journal of Vision, 11(7), 6. https://doi.org/10.1167/11.7.6
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This study was partially supported by Johanna M. Jarcho's Eunice Kennedy Shriver National Institute of Child Health and Human Development grant (R21HD093912) and Aprajita Mohanty's National Institute of Mental Health grant (1R21MH111999-01A1). We thank Akos Szekely for his assistance with programming and data extraction.
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Karvay, Y., Imbriano, G., Jin, J. et al. They’re watching you: the impact of social evaluation and anxiety on threat-related perceptual decision-making. Psychological Research 86, 1174–1183 (2022). https://doi.org/10.1007/s00426-021-01547-w
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DOI: https://doi.org/10.1007/s00426-021-01547-w