The human brain's ability to form and maintain rich internal representations of personally familiar others, even in the absence of direct sensory input, is a prominent feature of social cognition. We tested whether the identity of familiar individuals can be decoded from neural activity patterns elicited during internally generated reflection. Using a round-robin fMRI design (N = 113; 20 groups...