Is it normal to be turned on by rape scences?

I was like watching an episode of an anime yesterday and suddenly there was a girl walking all on their own. I knew by the setting that something awful, expecting rape, would happen and when it did I was pretty turned on by it.
It happened even while watching Wolfs Creek, though I find rape to be disgusting. Idk is it normal?