People are born this way in the Harry Potter universe and nobody ever changes.

With the caveat that anybody ‘good’ who is doing evil is just under such horrible circumstances! (pearl clutching shrieking) They aren’t bad, they just have horrible backstories. Poor snapeypoo was being bullied for half muggleness, and the girl he loved was so mean to him!