Effort-Shape Characteristics of Emotion-Related Body Movement

The purpose of this study was to characterize the movement qualities of 5 target emotions during walking. We used an autobiographical memories paradigm for elicitation and observer judgments for emotion recognition. For each of the felt and recognized emotion portrayals, 6 Effort-Shape qualities were judged on a continuum between opposite qualities at the anchor points. Three general categories of movement style emerged, so that anger and joy shared anchor qualities at one end of the continuum, sadness had qualities at the opposite anchor, and content and neutral had qualities between the anchor extremes. The Effort-Shape profiles were unique for each target emotion, however, and mean scores were different between emotions even when emotions shared similar qualities. Emotions were classified using the Effort-Shape scores with accuracies ranging from 74–32 % for sad, anger, content and joy, respectively. For most of the target emotions, decoding accuracy was related to at least 4 Effort-Shape qualities, suggesting that decoding accuracy may be associated with a profile of movement qualities. This study highlights the importance of movement quality in bodily expression of emotion and demonstrates the effectiveness of Effort-Shape analysis in distinguishing among emotion-related movement styles.