----- Not an ESL teacher -----
"Above" is clearly used to rhyme with "love."
I guess "above" in the last sentence is used to refer to the previous information stated in the above lines of the "poem" or whatever it be. But this is a try, a personal view. The meaning of "above" certainly depends on the current mood of the reader.