Nah, it’s still inappropriate to ask such a “hypothetical” question because it forces some kind of answer.

If you’re really set on trying to initiate something with someone who’s on their job, write your phone number on a paper in advance and say directly before leaving “text me if you want to get a bite to eat” or something. But please don’t.