It's "am I". Not only dichotomous questions require inversion.
Interested in Language
Say you've got a sentence like this:
"Why _am I_ so turned on when you rise you eyebrows?"
Should it be AM I or I AM, since the question is not about whether I am or not, but the reason for me being so?
when you raise you eyebrows