He may not know why he is angry. He may just know he doesn't feel right and that comes out as anger. Rocking chair might not be a bad plan. Even if he can't tell you about the mad, he can soak in the comfort and be reminded he's safe with mom no matter what he's feeling.
Your an awesome mom and your doing a fantastic job parenting a tough kid.