Cream butter and sugar well. Gradually add eggs, one at a time. Add flour one cup at a time, mixing until smooth. Add flavoring last. Bake at 325 degrees for one hour (or up to 1 hour 15 minutes, depending on your oven) until firm and golden brown. Drizzle with a simple powdered sugar glaze or serve plain. Warm pound cake is the best!