Because Hitler believed in "Aryan racial superiority" and when an African America named Jesse Owens won his first medal in the Olympics Hitler didn't want to acknowledge a non-Aryan athlete’s ability.
So in the end Hitler was embarrassed because a non-Aryan athlete won basically ruining the whole entire concept of "Aryan racial superiority"