Anyone thinking Teach has some grudge against anyone is being silly. Even against Garling or celestial dragons in general. Bad things happened to him in his childhood, but he isn´t some anime emo dude. He had a father figure who took him in, gave him good memories, friends, connections etc and he betrayed them all for the fun of it.
The best representation of Teach comes in his intro scene