Combine softened butter, dark brown sugar and pumpkin pie spice. Mix until well combined. Place 2 tablespoons of this mixture into each mug. (Reserve remaining mixture to make more; see Tips below.) Add 2 ounces of pumpkin pie liqueur to each mug and stir to dissolve the brown sugar mixture.