I make a very similar recipe, the differences are that I use white flour and 1 tsp of vanilla, and press a chocolate kiss into the cookie when they come out of the oven (I have used chocolate chips before, since I don't always have kisses on hand, plus, the chocolate chips are less expensive).
I should try them with the brown sugar sometime.