Place the sugar, butter or margarine, eggs, and vanilla in a mixing bowl; mix at low speed with the dough hook just until combined.
Add the flour and mix just until the dough is smooth.
Place the dough on a paper-lined sheet pan; press as flat as possible so that the dough takes up less space and cools quickly. Cover and refrigerate until firm enough