You go for your gun because there's no guarantee that the perp isn't going to shoot you after you hand over your wallet. No much cash? Bang!
Besides, even if the perp wasn't going to actually shoot you, stats show that crimes escalate over time, and he was, eventually, going to shoot someone.
Obviously, the cry-babies don't think that they are their brother's keeper.