Because Lancelot ntr'd the king and Agravain is super loyal to King Arthur. Seriously, he gave one hell of an intimidating speech in their duel at Camelot chapter.
I beg your forgiveness for arriving la...I have returned, Your Majesty.We don't need you, idiot!We have no kindness for the likes of you!Me too