If seeing is believing, then hearing is fearing...
Think of all the great horror you've ever experienced. What was the scariest? The monster reveal and all the blood? Or all the lead up, with the creepy music, the strange noises (things that go bump in the night), the frightened voices, and the things you COULDN'T see? If you went for the latter, then you are in the majority.