The best horror movies are the ones you don't know walking into are going to be a horror movie. This happened to me when I saw Event Horizon in the theatre. I thought it was just gonna be a sci fi space film.
When I was a kid, I caught Phantasm and that scared the heck out of me. It was just so bizarre.