Cream together butter and sugar thoroughly. Add eggs, one at a time. Beat at medium speed with electric mixer 2½ minutes. Add flavorings.
Sift together dry ingredients and add to creamed mixture alternately with buttermilk. Beat 3½ minutes at medium speed. Do not overbeat or cake will fall.
Place in 10 X 5 X 3" large loaf pan (may overflow smaller pan).