Almond Extract: If you wanted to, you could exchange the almond extract for butter extract. It would give it even more of a cake flavor. That said, I really love almond extract and think it's perfect in this recipe. Please know that I've had people who don't like almonds at all (or almond extract) fall in love with these cookies.