M.S.
Yes, dessert is just fine. However, how about doing a tea party? You could do scones and jams, fresh fruit, and mild tea or punch and serve it on special dishes and linens. Since the girls are dressing up, I bet they would like it. You could also throw in a lesson on manners, talking about how proper young girls behave..
Just a thought. Have fun!