I didn't watch the video (I'm at work), but no we don't. We have an emotion called empathy. That is good enough to explain morality.
Additionally we have intelligence. I know it hurts to get hit, so I know it will hurt you if I hit you. I don't like being hurt, so I'm not going to hurt you because you probably don't like getting hurt either.