He grew up in Hitra and Trondhjem. He finished his secondary education in 1881, and decided to study theology. He was taken into the home of priest Johan C. H. Storjohann, where he met his future wife Marie Elisabeth Storjohann (1866–1951). They married in September 1888. Simon's sister was named Marie as well, and she married Elling Holst.
