Grindelwald falls in love with Graves while holding him captive. He wants to keep Graves forever, and is obsessed and possessive. This further interferes with Graves' ability to escape (if he ever does)

+Graves crying and Grindelwald trying to comfort him even though Graves hates it
++Dubcon/noncon