When World War II reached Norway on 9 April 1940, with the German invasion, the Military Academy cadet Rørholt helped fighting to repel the invaders. However, after the Norwegian Campaign Germany emerged victorious, and occupied Norway. After a short time as a prisoner-of-war, Rørholt returned to the Institute of Technology in autumn 1940.