They exchanged love poems in French and talked about literature. Petra immediately thought that he was into her and helped Celia to write him a love letter which, btw, now that I think about it I think they never said whether Celia sent it.
All along they've been saying/hinting that Victor would be the perfect type of man for Celia, so LMAO I really hope he's a woman.