It was based off a novel.
As far as I understand Kato was reincarnated for the sole purpose of destroying Tokyo. Besides that he doesn't have much of a motivation.
Personally I love this anime, I think you should rewatch it.
I hate to sound pretensious, but it's a "high concept" anime. I think it's really about positive/negative balance & male/female relations