After so many horror movies, on top of games like Dead Space, Resident Evil, and Silent Hill... Fallout 3 is far from a scary game. In fact, I find it laughable.
If you really can't stand it, just listen to Galaxy News Radio all the time. Listening to songs about sunshine and happiness while eviscerating raiders is a recipe for good times.