Lyric discussion by Rocklovinggirl 

Cover art for As You Sleep lyrics by Something Corporate

I think it is unrequited. He tells her not to wake, like maybe he does not want her to know how he feels about her. They may be friends. And what he means by "you won't be leaving me" I think he means she will always be on his mind/heart.