Option Lake Cruise
If you have good weather and you would like to take a lake cruiser, you could take a boat from Interlaken West to Thun. From the Thun landing, you have a direct train to Berne which is synchronized with the boat so you won't have to wait long. The landing in Thun is on the other side of the train station.