Sørbye attended secondary school at Stabekk, and enrolled at the Norwegian Institute of Technology on 1 September 1939 — the day World War II began. In April 1940, the war reached Norway, with Nazi Germany invading and occupying the country. Sørbye participated in the Norwegian Campaign as a telegrapher, but the Norwegian forces in Trøndelag capitulated by 10 May 1940.