n Wednesday afternoon, a photo was captured of Pedro Pascal and Dakota Johnson kissing quite passionately on the streets of New York, where Pascal was seen in a tan blazer and a brown dress shirt, while Johnson wore a leather jacket over a white tee. Naturally, the image of the two locking lips went viral, leading fans to believe this was the sign of a new Hollywood relationship. Turns out, it was all just a moment of movie magic.

The pair was caught smooching in TriBeCa as they filmed their new romantic comedy, Materialists. Directed by Celine Song—whose debut feature film, Past Lives, was nominated for Best Picture this year—the upcoming flick follows the dynamic between a matchmaker, a wealthy man she meets, and her ex. In addition to Johnson and Pascal, the movie also stars Chris Evans, Zoë Winters, Dasha Nekrasova, Louisa Jacobson, and Marin Ireland.