In real life there are indeed black people who have been in the middle class for generations, but in entertainment it's as if they don't exist.
“She is still less civilized than man, largely because she has not been educated.”
“My fake Japanese was smooth enough to earn me the title of 'The Emperor of Pleasing Graciousness' in that country.”