The problem here is that in a workplace you are thinking about whether his seduction technique is abysmal or whether she "likes a little spices". THAT'S THE PROBLEM. By definition, things have gotten dreadfully unprofessional -- especially from your end.
"Well, I just figured I'd grope you because you might like it, and it is after 5 pm..."