We are stockholmers and hate to admit it, but there are actually quite a few places in the rest of Sweden that you might want to visit. This is the cream of the crop:
Visby - the medieval walled town on the island of Gotland, in the middle of the Baltic - is a convenient full day excursion from Stockholm by air from convenient Bromma airport. Flying time: 30 mins. Lots and lots to see.