So much of literary sci-fi is about creating worlds that are rich and detailed and make sense at a social level. We'll create a world for people and then later present a narrative in that world.
I don't know what makes a guy want to write songs and sing, but if you've got a message, you want to get it across. When I come up with an idea about the way I feel, I can really state it strongly in a song.