Actually, it's not genetics, unless you mean genetics leading to the final color of the fish fry.
It's very common that matte, naucreous and calico fish have a black eye, or even both eyes black. This fish here, is a matte sakura colored ranchu, with only a few metallic scales

In show terms, a black eye is an error, but only for aesthetic reasons.