I like horror stories because you can never truly predict the story. I am an avid reader, and well written horror stories (both paper and film variants) scratch that itch of novelty and "anything can happen". Most other fiction stories are often overly predictable, or heavily foreshadowed that I can kind of feel what's going to happen next.

Some people thrive on routine and familiarity, and I'm the opposite (neophilia).