Maybe instead of getting your sweet fix from a dessert you could fix yourself a yummy, thick, fruit smoothie or if you're really wanting a choccy fix you could make a bannana and milo shake. Milo's got a few goodies in it and all the calcium will be great for bubs.
Don't worry too much about the weight - usually it comes off quite fast after baby arrives.