Depends, but under most circumstances, I keep one in the chamber.  Too many quick shooting opportuities to go with an unloaded gun.  Plus, here in Ohio, we're only allowed to have a total capacity of 3 shots, so only going with 2 in the magazine doesn't make much sense.
 
gd