This is a one sad story. Well, it's not that the duke has lost his memory,but there is a regression involved. Time had turned and he lives as the way as he was in his past life,before meeting the FL. It was sad because it was only FL who has the memory and loving the ml,now here comes another bitch in between. Sure it hurts,but surely it will hurt much on the duke side later when the drama evolves
