It's about wanting to leave a place. There is a small town and they just want to escape. He wishes she or him, whoever it is, would read his mind and want the same thing. Whenever a person is from a small town, it's hard to break from what's expected and leaving at all. I remember seeing one graffiti that read, "I swear one day I'm gonna leave this town"... I think that pretty much explains it all.