To me it would have made a lot more sense if Anakin was upset about the injustice of slavery and the lack of movement by the bureaucracy to change this. It would make the motivation for his change more believable, this would be just one of the things that sets him over the edge.
Maybe Leah has slaves? Ever think of that? Kind of takes some of the sweetness out of this princess thing.