When you are out of ammo for your pistol, throw it at a frightened bystander or place it near to him. Eventually he will pick the gun up and holster it. Knock him out or kill him. Retrieve your gun. It will now have a complete clip.
This was done on the Curtains Down level with the Silverballer.