Uh, I always thought his motives were pretty clear:

"My momma was an Ancient, I'm special, lookit how powerful I am" -> "My momma wasn't an Ancient, but a planet killing alien from space and I was a failed experiment" -> "I'm gon smurfin' kill all y'all."