add the peanuts and cook for 2 to 3 more minutes, stirring constantly, until it reaches 300degf on a candy thermometer. the mixture will be golden brown. remove from heat and immediately stir in the butter, baking soda, and vanilla. immediately pour the mixture onto the prepared baking sheet.