Facing a psychopath: Detecting the dark triad from emotionally-neutral faces, using prototypes from the Personality Faceaurus

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The dark side of Facebook: Semantic representations of status updates predict the Dark Triad of personality (2014, background): “As detailed by Holtzman (2011), psychopaths, narcissists, and Machiavellians, are usually successful in brief interactions by taking advantage of people, successfully extracting resources, and committing crimes.”
People With Dark Personalities Tend to Create a Physically Attractive Veneer (2013, background): “Participants in this study were part of a larger study (Holtzman, 2011; Holtzman et al., 2011).”
The Dark Triad of Personality: A 10 Year Review (2013, background): “The fact that the Dark Triad members can be distinguished by facial characteristics suggests a prepared danger cue (Gordon & Platek, 2009; Holzman, 2011; Holzman & Strube, forthcoming).”