In most cake recipes, eggs help provide structure and moisture. The eggs soften the other ingredients and help to leaven the mixture. By using additional flour and liquid ingredients, you can create a mixture that has a similar binding structure that the eggs would usually provide. You'll also use a full tablespoon of baking soda to allow the cake to rise nicely.