He 24(m) thinks I'm adorable...now what? 25(f)

He's said and often alludes to the fact that I'm ''adorable''. I get the vibes that he is pretty into me, but he has not made a move after several ''dates''. I'm not sure if he's really shy, or not sure if he's actually not that into me. When we talk, we make good eye contact. His eyes often wander down to my lips and he'll casually complement my looks. He makes me laugh (deliberately), and we hug... But he has yet to kiss me or touch me in any other way.

I kind of want to take him out and plant one on him, but I'm afraid I'm reading into him wrong and that I'll make an everliving fool out of myself.