embarousing
Embarousing is a portmanteau of embarrassing and arousing. It's used when you're embarrassingly aroused by something. It can be used in context of a sexual guilty pleasure.
My friend linked me to a Rule 34 drawing of Baymax yesterday. I found the picture embarousing.