Criminal Offenders’ Perceived and Actual Criminal Severity are Mediated by Happiness in Mugshots

We investigated whether emotionality in criminal mugshots was related to trustworthiness and crime severity. Using computer vision, we extracted emotionality from mugshots and found that offenders with greater happiness and less anger were perceived to have less severe crimes. Emotionality was a mediator between trustworthiness and crime severity.