I stayed there just for a few days. The city center overall, and the design district is nice to see.
You can rent a cottage with a sauna for a day.
Visit some local markets for fresh foods, eat some reindeer meatballs and terva ice cream (not bad).
I also recommend taking the boat to Suomenlinna, an old sea fortress.
The design schools there sometimes have good exhibitions.