A hypothetical: Reverse all the races in the VC/CEO situation. Who would the black VC assume was the CEO?
Repeat the experiment with whichever combination of race/sex you like.
That’s a part of why there is such a big push for better minority representation on all fields. VC partnerships, boards, upper management, etc. More diversity means more models of what a successful VC, CEO, Entrepreneur, etc looks like.