It is possible to add moisture to the cake by brushing simple syrup on the sides of the cake. Warm a mixture of sugar and water until the sugar dissolves and the liquid thickens into a syrup. Carefully brush the syrup onto the Chocolate Bundt Cake with a pastry brush, allowing it to seep into the cake and add some moisture.