There were no group differences in psychopathology or "eyes task" performance, but the RC group, who otherwise had similar illicit substance use histories to the OC group, exhibited impaired fear recognition accuracy compared to the OC and CN groups. The RC group also correctly identified anger, fear, happiness, and surprise, more slowly than CN, but not OC participants. The OC group was slower than CN when correctly identifying disgust. The selective deficit in fear recognition accuracy manifested by the RC group cannot be explained by the subacute effects of cocaine, or ecstasy, because recent and less recent users of these drugs within this group were similarly impaired. Possible parallels between RC users and psychopaths with respect to impaired fear recognition, amygdala dysfunction, and etiology are discussed.