When you have an idea for a story, you want those characters to reach as many people as you can. I think you normally think of prose as a way of doing that. It fits our time, the culture.
The Black Mountain poet I like most is the early Creeley. Those early poems seem very lyrical and very traditional, with a lot of voice and character.
Fiction is about intimacy with characters, events, places.