Mine would either be Outlast or Amnesia: The Dark Descent. I have played the beginning of Amnesia: A Machine For Pigs and thought the beginning was pretty creepy, but have yet to finish it.
Amnesia: The Dark Descent
What's your scariest game you've played? If you can, put some gameplay/trailers up so we can see what it looks like.