Well, there wouldn't be much emotional weight to that, would there? They turned themselves to stone in order to save their friends. If they just suddenly cast Stone on themselves in battle, that would be pointless. Plus, it wouldn't technically be the characters petrifying themselves. It would be the player's fault.