How can I get a pepper burn out of my nose?

Nasal saline. A pepper burn to the nose is of doubtful clinical significance. Most patients will get symptomatic improvement with nasal saline spray.
Saline irrigation. Washing out the nose with saline solution will usually do the trick. This is also known as a neti pot.