Awesome jump scene from Stir of Echoes. Like Sixth Sense but with plotting that actually makes sense.
Also the hook scene from TCM is terrifying but the hammer scene just before it chills me to the bone. Guy stumbles in, trips, gets whacked, door closes. The film goes from creepy to outright horrifying in the space of a few seconds.