After seeing how Madoka instantly transformed into her witch form after killing Walpurgisnacht in one shot in the 4th timeline, it makes me wondering: How do Soul Gems become corrupted?
I assumed that over time the magical girls would lose hope and fall into despair, which then clouded their Soul Gems. However, Madoka instantly turned into a witch, without any real reason to despair.