Jumpy when my situational awareness is low, like when I have my hood up, head down and headphones in, but normal otherwise. I don't tend to count jumpiness as scary, though - as Yahtzee said, a racoon jumping in the window can make you jump.
I consider true horror to be the stuff that affects...