Knowing what one believes sometimes takes effort—it sometimes involves seeking to know one’s beliefs as causes. And when one gains self-knowledge of one’s belief this way—that is, through causal self-interpretation—one engages in a characteristically human kind of psychological liberation. By investigating the nature of causal self-interpretation, I discover some surprising features of this liberty. And in doing so, I counter a trend in recent philosophical theories, of discounting the value of self-knowledge in projects of human liberation.