Now, this won't work as well with regular pencils and is meant to use a soft cored pencil such as Prismacolour Pro or Faber-Castell. That's not to say that you can't rock this exercise with a good old box of crayolas, though! They just don't like to blend as well.
Enjoy! How to draw an eye will coloured pencils: