The Vampire Diaries explains that when a vampire becomes older, they lose the capacity to switch off their humanity. During one of her chats with Matt, Rebekah reveals that the Originals are no longer able to switch off their humanity. Therefore, even while it's possible that they formerly had the ability to do so, it's very unlikely that they do so now.