Manelis et al. use fMRI to compare implicit processing of emotional faces in the offspring of individuals with bipolar disorder, non-bipolar psychopathology and no psychopathology. Reduced amygdala-ACC functional connectivity and increased amygdala-VLPFC functional connectivity distinguishes the offspring of bipolar parents from other participants, and may be a bipolar disorder biomarker.