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Description: Perceptions of the trustworthiness of faces predict important social outcomes, including economic exchange and criminal sentencing decisions. However, the specific facial characteristics that drive trustworthiness perceptions remain poorly understood. Here we investigated this issue by exploring possible relationships between ratings of the trustworthiness of face images and objective assessments of two aspects of face shape that researchers have previously suggested are important for perceptions of trustworthiness: distinctiveness and sexual dimorphism. We found that faces with more distinctive shapes were rated as less trustworthy. By contrast, sexual dimorphism of face shape was not significantly correlated with trustworthiness ratings. These results suggest that distinctiveness of face shape plays a more important role in trustworthiness perceptions than does sexual dimorphism and suggest that perceptions of trustworthiness may stem, at least in part, from the ‘anomalous-is-bad’ stereotype. This research was supported by ESRC grant ES/X000249/1 awarded to BCJ and a University of Strathclyde Global Research Award Studentship awarded to KL. For the purpose of Open Access, the authors have applied a Creative Commons Attribution (CC BY) to any Author Accepted Manuscript (AAM) version arising from this submission.