Preheat the oven to 325 degrees. Mix the peanut butter, sugar, egg, and vanilla until evenly blended. Drop 1-inch balls of the mixture onto an ungreased cookie sheet. Press with the tines of a fork to decorate. Bake for 12-15 minutes, or until golden. 6 ounces of semi-sweet chocolate chips can be added to the batter.