To prepare a yellow party cake baked goods recipe, you'll need yellow cake mix, yellow food coloring, and yellow powdered sugar. Preheat the oven to 350?F (180?C) and grease and flour two 8-inch round cake pans. Mix the flour, sugar, baking powder, cinnamon, nutmeg, salt and vanilla extract in the bowl of an electric mixer on medium speed until the mixture is light and fluffy, about 2 minutes. Add the wet ingredients to the dry ingredients and mix until just combined. Pour the batter into the prepared pan and bake the cake for 35 to 40 minutes or until toothpick inserted in center comes out clean. Let cake cool in pan for 10 minutes before removing to wire rack to cool completely.