I think it has to do with genetics. Your genes obviously play a role in your body type, how fast you build muscle, what your limits are, etc. Maybe African genes are more conducive to building muscle? However, I have some black friends that are true hardgainers so I guess there are variations within race as well.
Another reason could be that definition might be more noticeable on darker skin than lighter skin?