Why not get dessert to go or pick up something from one of the stands or the Fountainview. It really would be more considerate than taking a table that others could use for having dinner.
I do this at Kona Cafe often . I feel this is no different than ordering any other menu item or items. I do inform the Hostess upon arrival that we are just having dessert and have never had a problem.