And those companies can predict someone's personality better than a coworker with just 10 likes, better than a friend or roommate with 70 likes, better than a parent or sibling with 150 likes.
Let's suppose that this person had a mother who favoured their more ebullient younger sibling over them and that their looks were part of what damned them to horrific neglect and emotional coldness.