And some people really WANT to believe it's true. They've built their entire worldview around it and the idea they've been duped would cause a massive narcissistic injury.

Small but important nitpick. I think, most commonly their worldview was already built, and would have been the same regardless. Milgram just provides a veneer of legitimacy, losing which would cause problems for them.