I think Tyrion knows Joffrey is pretty awful, maybe not killing cats and hurting his brother awful, but he is always cruel.

I think I cheered for both the first time I read the series, but now I can not cheer for Robert. He became a much more repulsive character for me as time went on, now I can not see his actions without the thought of other abuses.