Lyric discussion by mr_mike 

Cover art for Shepherd's Song lyrics by Prayers and Tears of Arthur Digby Sellers, The

Sounds to me like a former Christian who longs to believe again, but cannot because he knows that god doesn't exist.

I've been there and just as the songwriter found, you can't go back once you know the truth.