It's scary at first, but there are two problems that kill it dead after a point:
1. Repetition of jump scares
2. Repetition of gameplay
Now, Horror games can be pretty repetitive. Hell, a lot of people whined that Outlast's enemies are repetitive and yet give Amnesia amnesty there...