It's not just how dark but also the deco styling. It didn't know what clicked but as an adult the sweeping batmobile thay was a cartoon, was less "cartoony" than the Burton movies. The architecture of the buildings, Batman being dark but not humorless, and the relationship with Alfred were so much real feeling.