I need help with the construction of a grammatical sentence?

If you were to watch a movie in/on mute, such as Jennifers Body, would the grammatically correct way to say it be "I'm going to watch the movie Jennifers Body "in" mute." or "I'm going to watch the movie Jennifers Body "on" mute." ?