PaleoFood.com is one of my favorite sites. They have a wealth of recipes, including stuff to help appease your demanding sugar cravings.
Sugar is bad. Fake sugar is worse. Using naturally sweet things to make naturally sweet desserts is best. Here is a selection of some sweet links to help you through the dark times.
If you fall off the wagon, remember it takes 3-4 days for your body to withdraw from sugar. Try to ride out the cravings until then.
Got a favorite paleo friendly sweet recipe? Post it in the comments!