Now that I see 100 people total watched a silent video of Obama I can understand it, he often takes on an angry look.
7 out of 100 points higher for White than Non-White participants isn't all that big a difference, and could be accounted for by political beliefs.
Obama doesn't look that angry in the White House Correspondents Dinner video, but respondents who think he is could be picking up on "micro-expressions" that reveal how he truly feels.