Sift together the flour, baking powder, salt, and spices into a small bowl.
In the bowl of a stand mixer using the paddle attachment, beat the stick of butter slowly on low speed until smooth, about 2 minutes.
Turn the mixer up to medium speed and gradually add in the sugar, beating until light and fluffy, about 4 minutes.
Add in eggs one at a time, beating well after each addition and scraping bowl, and vanilla.
Add the flour mixture, alternating with the juice, beginning and ending with the dry ingredients. You can do this in 2 or 3 additions. Then, continue to beat until creamy, about 1 minute, scraping down the sides of the bowl.