Simple, test.
Poke.
Poke again.
Poke some more.
Each time, give him your best winning, playful smile. If he doesn't retaliate (or blush) chances are he doesn't really enjoy it and you could be out of luck.
Most likely, he'll get you back (with interest). From there, its how much you want to...