Physiognomy is real, but is it inner beauty (or ugliness) shining through in features, or are ugly features leading to poor treatment from others which makes them bad people?

Personally, i think it's mostly the former because the rich evil "Elites" are very unlikely to be getting poor treatment, and therefore become more evil and resentful, yet they all look like goblins or mutants.