Lyric discussion by AngelofBradley1 

Cover art for Please Don't Tell Her lyrics by Big Head Todd and the Monsters

I get more the impression that it's a girl he houses a definite interest for, but he's afraid if he tells her, she may not feel the same, and it would completely destroy the magic of what he feels for her, so he would rather her not know.