Newt loses his virginity to Graves when they sleep together. But when he wakes up the next day, Graves is ushering him out the door and thanking him for a "fun night"; he goes back to flirting with new people, basically treating Newt like just another conquest.
Graves/Newt - Graves is a playboy
Newt is heartbroken.