When de-stalking a mushroom, I find it easiest to cup it in one hand, and then gently apply pressure to the side of the stalk with the thumb of the other hand. With practice, the stalk will usually come away whole. If necessary pick any pieces off carefully, if the stalk doesn't come away in one piece.