The painting evokes the comforting and uplifting words of the hymn "Come Thou Fount of Every Blessing," specifically referencing the line "Streams of Mercy, never ceasing," which serves as the title of the piece. The warm, glowing river reflects the idea of grace that flows continuously, providing light, hope, and renewal even in the darkest of times.