Pre-heat the oven to 350°F.
Cream the butter and sugar, then add the eggs, one egg at a time. Add and beat in the cake flour, then add in the extracts.
Bake for 1 hour in a 9-inch x 5-inch loaf pan, until golden brown and a toothpick inserted in the center comes out clean.