It means when you are gone, when you are not here anymore. If you put a little more of the lyrics, it would be easier to explain the meaning in context, since I am not familiar with the song. Perhaps it means when the person is no longer around because a relationship has ended or someone has died. I would have to know more of the song to be sure.