The best option is:
The narrator believes he is not insane, but they probably are.
The opening sentence suggests that the narrator is attempting to justify their mental state, while simultaneously expressing a level of denial about their perceived madness. This implies a struggle with their own sanity, indicating they may not be in a rational mindset.