I was taught that if the stinger comes loose in your skin, but the guts of the bee stay intact, the the bee doesn't necessarily die. It will simply keep on working without a stinger. If the bee is really mad at you, it will most likely sink the stinger in earnest and pull away quickly leaving guts behind.