I'm pretty sure it is actually stated that his father was abusive while he's interviewing the sociopath who also has an abusive father and neglectful mother. I can totally picture the scene in my head, but I have no idea what episode it's from D: But Hotch totally threw the UNSUB off his game by telling him they had similar childhoods, except Hotch turned out to be a good guy.