asked point blank why I left my last job instead of giving the polished version and the interview actually got easier after that

Had a whole diplomatic answer prepared about "seeking new challenges." Panicked and just said it was a bad manager situation and I stayed a year longer than I should have. Interviewer visibly relaxed and the rest of the conversation felt like two people talking instead of an interrogation.