A short story or novel, a slave meets an alien(?)

This will be sparse on details as this story I read in English class 15ish years ago.

It's set in the antebellum South and I remember it being first person. In it, a slave meets an alien or other interdimensional being who appears like a black man. The being takes the main character to see their dimension and is described with many alien descriptions.