With an electric mixer on medium-high speed, beat the cream, cinnamon, cardamom, ginger, cloves, and confectioners’ sugar until fluffy and well combined. Swipe your finger in the chai whipped cream or snatch a beater, give it a lick, and, if desired, adjust the sweetness to your taste by adding more confectioners' sugar.