There's a difference between dark tones, themes, or imagery, and edginess.

Edgy is trying to hard. It's trying to be dark, rather than actually being dark, and it comes across as rather childlike. Someone who thinks they're being deep and mature by adding in an all black character who uses guns. Rather than someone who is actually dark by using the proper elements.