Robustness of the Two-Dimensional Structure of Recognition of Facial Expression: Evidence under Different Intensities of Emotionality

Many studies have indicated that recognition of facial expression is geometrically represented in terms of two underlying bipolar dimensions, pleasure-displeasure and the intensity of arousal. A psychological space defined by these two dimensions has been found under particular conditions using prototype faces; however, the question arises whether this two-dimensional psychological space is also an accurate representation for faces with lower emotional intensity To test this we prepared four different conditions of emotional intensity (100%, 75%, 50%, and 25% of emotionality) for six basic facial expressions using morphing. Participants (29 for the 100%, 30 for 75%, 35 for 50%, and 34 for the 25% condition) in each condition rated the facial stimuli on a 6-point scale of “not at all” and “very much so”. Multidimensional scaling for each condition clearly indicated a two-dimensional representation, and multiple correlations showed significant similarity across conditions (p < .001). This shows that the two-dimensional representation of recognition of facial expression is robust.

[1]  J. Russell Pancultural Aspects of the Human Conceptual Organization of Emotions , 1983 .

[2]  J. Russell A circumplex model of affect. , 1980 .

[3]  P. Ekman Facial expression and emotion. , 1993, The American psychologist.

[4]  Masaaki Yoshida,et al.  MULTI-DIMENSIONAL SCALING OF EMOTION , 1970 .

[5]  David Bimler,et al.  Multidimensional scaling of hierarchical sorting data applied to facial expressions , 1997 .

[6]  Auke Tellegen,et al.  The structure of mood change: An idiographic/nomothetic analysis. , 1982 .

[7]  D. Perrett,et al.  Caricaturing facial expressions , 2000, Cognition.

[8]  V Blanz,et al.  On The Other Side of the Mean: The Perception of Dissimilarity in Human Faces , 2000, Perception.

[9]  C. Izard Basic emotions, relations among emotions, and emotion-cognition relations. , 1992, Psychological review.

[10]  D. Watson,et al.  Cross-cultural convergence in the structure of mood: A Japanese replication and a comparison with U.S. findings , 1984 .

[11]  J. Russell,et al.  Multidimensional scaling of emotional facial expressions: Similarity from preschoolers to adults. , 1985 .

[12]  R. Bruyer,et al.  Categorical effects in the perception of facial expressions; MARIE - A simple and discriminating clinical tool , 1999 .

[13]  A. Calder Facial Emotion Recognition after Bilateral Amygdala Damage: Differentially Severe Impairment of Fear , 1996 .

[14]  N. Suzuki,et al.  Morphed Images of Basic Emotional Expressions: Ratings on Russell's Bipolar Field , 1997, Perceptual and motor skills.

[15]  R. Shepard The analysis of proximities: Multidimensional scaling with an unknown distance function. II , 1962 .

[16]  J. Russell,et al.  On the Dimensions Preschoolers Use to Interpret Facial Expressions of Emotion , 1986 .

[17]  H. Schlosberg The description of facial expressions in terms of two dimensions. , 1952, Journal of experimental psychology.

[18]  D. Perrett,et al.  Categorical Perception of Morphed Facial Expressions , 1996 .

[19]  R N Shepard,et al.  Multidimensional Scaling, Tree-Fitting, and Clustering , 1980, Science.

[20]  Michael B. Lewis,et al.  Please Scroll down for Article the Quarterly Journal of Experimental Psychology Section a Understanding Caricatures of Faces , 2022 .

[21]  W. Hays,et al.  Empirical dimensions of emotional behavior , 1959 .

[22]  M. Katsikitis,et al.  The Classification of Facial Expressions of Emotion: A Multidimensional-Scaling Approach , 1997, Perception.

[23]  F. Keil,et al.  Categorical effects in the perception of faces , 1995, Cognition.

[24]  D. Watson,et al.  On the Dimensional and Hierarchical Structure of Affect , 1999 .

[25]  P J Hancock,et al.  Evolving faces from principal components , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[26]  James Tanaka,et al.  Mapping attractor fields in face space: the atypicality bias in face recognition , 1998, Cognition.

[27]  John J. Magee,et al.  Categorical perception of facial expressions , 1992, Cognition.

[28]  H. Schlosberg Three dimensions of emotion. , 1954, Psychological review.

[29]  D. Watson,et al.  Development and validation of brief measures of positive and negative affect: the PANAS scales. , 1988, Journal of personality and social psychology.

[30]  D. Perrett,et al.  Facial expression megamix: Tests of dimensional and category accounts of emotion recognition , 1997, Cognition.

[31]  C. Osgood Dimensionality of the semantic space for communication via facial expressions. , 1966, Scandinavian journal of psychology.

[32]  Philip J. Benson,et al.  Categorical Perception of Facial Expressions: Categories and their Internal Structure , 1997 .

[33]  T. Busey Physical and Psychological Representations of Faces: Evidence From Morphing , 1998 .

[34]  J. Russell,et al.  Relativity in the Perception of Emotion in Facial Expressions , 1987 .

[35]  R. Abelson,et al.  Multidimensional scaling of facial expressions. , 1962, Journal of experimental psychology.

[36]  R. Adolphs,et al.  Impaired recognition of emotion in facial expressions following bilateral damage to the human amygdala , 1994, Nature.

[37]  Catherine A. Lutz the domain of emotion words on Ifaluk , 1982 .

[38]  M. Lewis Are Caricatures Special? Evidence of Peak Shift in Face Recognition , 1999 .