you clearly weren't paying very much attention at all
Well, the Joker as a character wasn't very fleshed out, I mean, he didn't have many speaking roles apart from general villain bits. Like at the charity dinner for Harvey, the Joker just comes in, says some stuff about wanting to find Batman, then gets beaten up.
I think a lot of the secondary characters were fleshed out to a point where you started to get interested in them, but then they stopped being important to the plot.
This. Although I enjoyed seeing more than just Batman and the Joker fighting for 3 hours, the amount of screentime the minor characters had was probably unnecessary, in my opinion.
Just thinking about this now, though, I think my dislike of this movie comes down to two points:
1. Batman has been written as more of a 'tough guy', while Bruce Wayne is a massive jerk. I don't feel attached to either of them because I can't relate to either character; Batman's too macho, and Bruce is just annoying at points.
2. I don't like Rachel because she can't decide between Bruce and Harvey for ages (maybe it's just that so much of the movie relates to this, and I found it boring?), and she just seems like the essential childhood friend/love interest character.
I hope that made it a bit clearer.