In a separate bowl, cream together the butter, granulated sugar, brown sugar and lemon zest until light and fluffy. Add the egg and vanilla and beat again until the egg is well incorporated.
Bake in the preheated oven for 8-10 minutes, or until lightly golden and no longer wet looking. Allow to cool 5 minutes before transferring to a wire rack to cool completely.