Every year after the movie, Grindelwald sends Graves a birthday gift. They're always highly personal. Underwear, cologne, a sex toy, etc. But they're things he knows Graves would buy for himself. Grindelwald never signs the gifts. He knows Graves would incinerate them. But he gets off on Percival wearing and using things he got for him.