Reconstruction of a fragment of the perceptual space of emotional facial expressions

 
Audio is AI-generated
2

Abstract

Context and relevance. The current work continues the studies of the perceived relations of emotional facial expressions. Objective. The aim of the research is to reconstruct the perceptual space of basic emotions and transitional expressions between them. The direct comparison paradigm was tested to reconstruct the perceptual space of transitional emotional rows that form a closed figure. Three transitional rows were used. Hypothesis. It was suggested to obtain a two-dimensional model corresponding to a triangle with basic emotions on the vertices, and the transitional expressions located linearly on the edges. Methods and materials. 40 people (M = 21.4 years) took part in the experiment. During the procedure participants rated the degree of expressions similarity on a scale from 1 to 9, where 9 means “very similar”. Results. The assumed two-dimensional triangle model was reconstructed using multidimensional scaling. It was shown that the direct comparison task can be used to create a complete space of emotional expressions. Conclusions. The observed violations of linearity are explained in terms of perceptual magnetic effect. The calculated resolving power of the method can be used to increase the accuracy of reconstruction quality assessment. Prospects for further research aimed at creating a complete space by connecting reconstructed triangles of transitional rows of emotional facial expressions are presented.

General Information

Keywords: emotional facial expressions, direct comparison task, perceived similarity, multidimensional scaling

Journal rubric: Face Science

Article type: scientific article

DOI: https://doi.org/10.17759/exppsy.2025180403

Received 16.10.2024

Revised 21.04.2025

Accepted

Published

For citation: Fomicheva, A.D. (2025). Reconstruction of a fragment of the perceptual space of emotional facial expressions. Experimental Psychology (Russia), 18(4), 47–63. (In Russ.). https://doi.org/10.17759/exppsy.2025180403

© Fomicheva A.D., 2025

License: CC BY-NC 4.0

References

  1. Барабанщиков, В.А., Жегалло, А.В., Королькова, О.А. (2016). Перцептивная категоризация выражений лица. М.: Когито-Центр.
    Barabanschikov, V.A., Zhegallo, A.V., Korolkova, O.A. (2016). Perceptual categorization of facial expressions. Moscow: Cogito- (In Russ.).
  2. Жегалло, А.В. (2023). Задача сравнения эмоциональных экспрессий: особенности восприятия степени различий. В: Материалы международной научной конференции, посвященной 90-летию со дня рождения В.Ю. Крылова. Москва, 26—27 октября 2023 (с. 286—291). М: Изд-во «Институт психологии РАН».
    Zhegallo, A.V. (2023). The task of comparing emotional expressions: specific of perception of the degree of differences. In: Proceedings of the international scientific conference dedicated to the 90th anniversary of the birth of V.Yu. Krylov. Moscow, October 26—27, 2023 (pp. 286—291). Moscow: Publishing House Institute of Psychology of the Russian Academy of Sciences. (In Russ.).
  3. Жегалло, А.В. (2021). Прямое сравнение изображений: границы применимости «дискретной» и «многомерной» моделей восприятия эмоциональных экспрессий. Экспериментальная психология, 14(2), 37—52. https://doi.org/10.17759/exppsy.2021140203
    Zhegallo, A.V. (2021). Direct Image Comparison: The Boundaries of Applicability of the “Discrete” and “Multidimensional” Models of Perception of Emotional Expressions. Experimental Psychology (Russia), 14(2), 37—52. (In Russ.). https://doi.org/10.17759/exppsy.2021140203
  4. Жегалло, А.В., Басюл, И.А. (2023). Процесс сравнения изображений эмоциональных экспрессий. Российский психологический журнал, 20(2), 106—121. https://doi.org/10.21702/rpj.2023.2.7
    Zhegallo, A.V., Basyul, I.A. (2023). The process of comparing images of emotional expressions. Russian psychological journal, 20(2), 106—121. (In Russ.). https://doi.org/10.21702/rpj.2023.2.7
  5. Жегалло, А.В. (2018). Эффект перцептивного притяжения при различении базовых эмоциональных экспрессий. В: В.В. Знаков, А.Л. Журавлев (Ред.), Психология человека как субъекта познания, общения и деятельности (с. 976—983). М.: Изд-во «Институт психологии РАН».
    Zhegallo, A.V. (2018). Perceptual magnet effect in distinction in basic emotional expressions, In: V.V. Znakov, A.L. Juravlev (Eds.), Psychology of human as a subject of knowledge, communication and activity (pp. 976—983). Moscow: Publishing House Institute of Psychology of the Russian Academy of Sciences. (In Russ.).
  6. Королькова, О.А. (2014). Перцептивное пространство и предикторы различения эмоциональных экспрессий лица. Российский журнал когнитивной науки, 1(4), 82—97.
    Korolkova, O.A. (2014). Perceptual Space and Predictors of Emotional Facial Expression Discrimination. The Russian Journal of Cognitive Science, 1(4), 82—97. (In Russ.).
  7. Куракова, О.А. (2012). Создание новой базы фотоизображений естественных переходов между базовыми эмоциональными экспрессиями лица. В: В.А. Барабанщиков, А.А. Демидов, Д.А. Дивеев (Ред.), Лицо человека как средство общения: Междисциплинарный подход (с. 287—309), М.: Когито-Центр; Институт психологии РАН.
    Kurakova, O.A. (2012). Creating a new base of photo images of natural transitions between basic emotional facial expressions. In: V.A. Barabanschikov, A.A. Demidov, D.A. Diveev (Eds.), The Human Face as a Means of Communication: An Interdisciplinary Approach (pp. 287—309). Moscow, Cogito-center. (In Russ.).
  8. Носуленко, В.Н., Басюл, И.А., Жегалло, А.В. (2024). Соотношение мимических и аффективных характеристик в вербальном сравнении лиц. Экспериментальная психология, 17(2), 29—51. https://doi.org/10.17759/exppsy.2024170202
    Nosulenko, V.N., Basyul, I.A., Zhegallo, A.V. (2024). Relationship of Mimic and Affective Characteristics in Verbal Comparison of Faces. Experimental Psychology (Russia), 17(2), 29—51. (In Russ.). https://doi.org/10.17759/exppsy.2024170202
  9. Самойленко, Е.С. (2010). Проблемы сравнения в психологическом исследовании. М.: Изд-во «Институт психологии РАН».
    Samoylenko, E.S. (2010). Problems of comparison in psychological research. Moscow: Publishing House Institute of Psychology of the Russian Academy of Sciences. (In Russ.).
  10. Bimler, D., Kirkland, J. (2001). Categorical perception of facial expressions of emotion: Evidence from multidimensional scaling. Cognition and Emotion, 15(5), 633—658. https://doi.org/10.1080/02699930126214 
  11. Bimler, D., Kirkland, J. (1997). Multidimensional scaling of hierarchical sorting data applied to facial expressions. Scandinavian Journal of Psychology, 38, 349—357. https://doi.org/10.1111/1467-9450.00045 
  12. Bimler, D., Paramei, G.V. (2006). Facial-Expression Affective Attributes and their Configural Correlates: Components and Categories. The Spanish Journal of Psychology, 9(1), 19—31. https://doi.org/10.1017/s113874160000593x
  13. Calder, A.J., Young, A.W., Perrett, D.I., Etcoff, N.L., Rowland, D. (1996). Categorical perception of morphed facial expressions. Visual Cognition, 3(2), 81—117. https://doi.org/10.1080/713756735
  14. Dawson, M.R.W. (2015). Computing The Fit Of An MDS Solution Using R. URL: https://cognitionandreality.blogspot.com/2015/04/computing-fit-of-mds-solution-using-r.html (viewed: 18.08.2024).
  15. De Leeuw, J., Mair, P. (2009). Multidimensional scaling using majorization: The R package smacof. Journal of Statistical Software, 31(3), 1—30. https://doi.org/10.18637/jss.v031.i03
  16. Ekman, P. (1992). An argument for basic emotions. Cognition and Emotion, 6(3-4), 169—200. https://doi.org/10.1080/02699939208411068
  17. Etcoff, N.L., Magee, J.J. (1992). Categorical perception of facial expressions. Cognition, 44(3), 227—240. https://doi.org/10.1016/0010-0277(92)90002-y 
  18. Huttenlocher, J., Hedges, L.V., Vevea, J.L. (2000). Why do categories affect stimulus judgment? Journal of Experimental Psychology: General, 129(2), 220—241.  
  19. Mair, P., Borg, I., Rusch, T. (2016). Goodness-of-Fit Assessment in Multidimensional Scaling and Unfolding. Multivariate Behavioral Research, 51(6), 772—789. https://doi.org/10.1080/00273171.2016.1235966
  20. Peirce, J.W. (2007). PsychoPy — Psychophysics software in Python. Journal of Neuroscience Methods, 162(1-2), 8—13.
  21. R Core Team. (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing. Vienna. URL: https://www.R-project.org (viewed: 12.07.2020).
  22. RStudio Team (2016). RStudio: Integrated Development for R. RStudio, Inc., Boston, MA. URL: https:// www.rstudio.com/ (viewed: 12.07.2020).
  23. Russell, J., Barrett, L. (1999). Core affect, prototypical emotional episodes, and other things called emotion: Dissecting the elephant. Journal of personality and social psychology, 76(5), 805—819. 
  24. Russell, J.A. (2003). Core affect and the psychological construction of emotion. Psychological Review, 110(1), 145—172. https://doi.org/10.1037/0033-295x.110.1.145
  25. Russell, J.A., Bullock, M. (1985). Multidimensional Scaling of Emotional Facial Expressions: Similarity from Preschoolers to Adults. Journal of Personality and Social Psychology, 48(5), 1290—1298. 
  26. Schlosberg, H. (1941). A scale for the judgment of facial expressions. Journal of Experimental Psychology, 29, 497—510.

Information About the Authors

Arina D. Fomicheva, Postgraduate student, Laboratory of cognitive processes and mathematical psychology, Institute of Psychology, Russian Academy of Sciences, Moscow, Russian Federation, ORCID: https://orcid.org/0000-0003-2622-1816, e-mail: fomar1999@mail.ru

Contribution of the authors

The author declares no conflict of interest.

Metrics

 Web Views

Whole time: 4
Previous month: 0
Current month: 4

 PDF Downloads

Whole time: 2
Previous month: 0
Current month: 2

 Total

Whole time: 6
Previous month: 0
Current month: 6