Olivia takes a case which takes her away from Fitz and the White House just as the story of their affair breaks in the media. Fitz will no doubt take this as a sign of rejection while Olivia will see it as an act of self-preservation.
Olivia: I don't want normal, and easy, and simple. I want.. Edison: What? What do you want, Olivia? Olivia: I want painful, difficult, devastating, life-changing, extraordinary love. Don't you want that, too? Edison: Love is not supposed to be painful or devastating. Love isn't supposed to hurt, Liv.
I am not a toy that you can play with when you're bored or lonely or horny. I am not the girl the guy gets at the end of the movie. I am not a fantasy. If you want me, earn me! Until then, we are done.