Is it normal that frustration turns me on?

I get horny, or turned on, or excited, however you want to put it anytime I get frustrated or annoyed. If something isn't working the way I want it to, I get excited. If someone is doing something that really grates on my nerves (like walking without picking up their feet) I get turned on.. Is this normal?