User blog comment:Mr.123/On the Lookout For.../@comment-4803039-20150807162658/@comment-4803039-20150807175553

It's implied that it's a person in the music industry and that she had a fling with him (Lyrics of the second verse "You gave away the things you loved / and one of them was me.")

Wikipedia has a section chronicalling it on the song's page