She loved Michael and wanted to believe in him when he told her that the family would be legitimate.

By the end of Part II, she wisens up - that things will never change so she leaves, well tries to, and then gets kicked out.

But even in Part III she said she always loved him, and always will. Well that probably changed when Mary was killed, but she knew that he was just as crushed as she was.