I think its their flashback from their first meeting/working together were eve does not have feelings for adam yet. He then erased his memories and then the second meeting is them living together and eve acting all cute. Season 2 seems to begin in a flashback.
They just got back and eve's vibe went from innocent puppy to dark mf