Fatal Frame/Project Zero is my undisputed favourite of the genre. I love the gameplay mechanic of the Camera Obscura and the way the scares seem to get progressively turned up to the point where it becomes scary to even backtrack to an area you know. The third game did this really well.

F.E.A.R. is awesome. It was even more horrifying for me because I'm awful at FPS.