Multidimensional scaling of emotional facial expressions: Similarity from preschoolers to adults.
Abstract
Structural models of emotion represent the fact that we perceive emotions as systematically interrelated. These interrelations may reveal a basic property of the human conception of emotions, or they may represent an artifact that is due to semantic relations learned along with the emotion lexicon. The first alternative was supported by results from a series of scalings of 20 emotional facial expressions, results that could not easily be attributed to word similarity. Similarity data on the facial expressions were obtained from 30 adults and 42 preschoolers. For preschoolers, prior evidence indicates that emotion labels are not readily available; for both groups, we measured similarity without the use of emotion labels by asking subjects to group together people who appear to feel alike. The structure of emotions obtained from both children and adults was as predicted: a roughly circular order in a two-dimensional space, the axes of which could be interpreted as pleasure-disp leasure and arousal-sleepiness. The form and meaning of this structure was supported through two additional scalings of the facial expressions with adults: a multidimension al scaling based on direct ratings of similarity-di ssimilarity, and unidimensional scalings on the pleasuredispleasure and arousal-sleepiness dimensions.
Cites (2)
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Cited by (22)
- The NimStim set of facial expressions: Judgments from untrained research participants.Tottenham, Nim, Tanaka, James W., Leon, Andrew C., McCarry, Thomas, Nurse, Marcella, Hare, Todd A., Marcus, David J., Westerlund, Alissa, Casey, BJ, Nelson, Charles · 2009 · Psychiatry Research
- The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathologyPOSNER, JONATHAN, RUSSELL, JAMES A., PETERSON, BRADLEY S. · 2005 · Development and Psychopathology
- Impaired recognition of emotion in facial expressions following bilateral damage to the human amygdalaAdolphs, R., Tranel, D., Damasio, H., Damasio, A. · 1994 · Nature
- Recognizing emotion from facial expressions: psychological and neurological mechanismsAdolphs, Ralph · 2002 · Behavioral and Cognitive Neuroscience Reviews
- Culture and the categorization of emotions.Russell, James A. · 1991 · Psychological Bulletin
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
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- CoChat. (2026). Citation check: Multidimensional scaling of emotional facial expressions: Similarity from preschoolers to adults. https://app.cochat.ai/papers/10.1037//0022-3514.48.5.1290
- The paper
- Russell, J. A., & Bullock, M. (1985). Multidimensional scaling of emotional facial expressions: Similarity from preschoolers to adults. Journal of Personality and Social Psychology. https://doi.org/10.1037//0022-3514.48.5.1290
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Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.