I just pulled all of them off my block. Its on a stand though so alot easier (i fear for your sanity when you do the task!). Hit them off center so they spin, or if they do what a few of mine did and actually go into the block just get a nice grip with some combo pliers and yank the mofo's out.
Next question, how do they go back in? just tapped in?