Umbridge shows up in book 6 or 7, and she’s got PTSD from whatever the centaurs did to her. Based on the myths about centaurs, it would appear to have been rape. Hermione says “watch this”, and makes clip-clop horsey sounds and Umbridge has a panic attack. Harry and Ron laugh.