According to the Karaoke Songfacts, the song is a true story about a girl Drake grew up with and has been in love with since he was 11-years-old. However, the lady in question is not interested in being with him, as she doesn't like the spotlight.
Things have been so crazy and hectic, I should have got her back by now
But you know how much I wanted to make it, It's probably better anyhow
So if you gotta go, if there's anything I should know
If the spotlight makes you nervous