music shy
To be afraid of sharing your music interests with other people.
Emma: "Hey do you know what kind of music Jon listens to?"
David: "Yeah, but he doesn't like to tell people because he's music shy."
David: "Yeah, but he doesn't like to tell people because he's music shy."