In Norway, the evening is celebrated with partying, good food, music and dancing, and the burning of huge bonfires. The burning of bonfires hass of course survived from heathen times, when it was believed that the fire had special cleansing powers, and was also used to drive away evil powers, witches included.
Check your neighborhood/municipal for information about any local celebration.