trying to remove a chuck from craftsman drill model #31511480, that sucker wont move for anything. tried whacking it from left to right and right to left nothing. yes I did remove the screw and put a Allen wrench in it. sprayed with wd40. what am I doing wrong?

Elaine, March 2017