In a medium saucepan over medium heat, combine sugar, brown sugar, butter and evaporated milk. Bring to a boil, stirring constantly, and boil for 7 minutes.
Remove from heat; stir in marshmallow creme until well incorporated and melted. Stir in peanut butter and vanilla until smooth; spread in prepared pan.