I thought she's threatened to walk out over how one of her contestants was being treated or how she was supposed to react to the performances, but was forced to come back because she couldn't break her contract.
She was seen as a really nice personality before her "illness". Afterwards, she became a much less appealing judge & Tulisa was suddenly portrayed as "everyone's fav".