Following the Soviet occupation of Estonia, Tõrvand and his family were arrested during the June deportations on 14 June 1941. Tõrvand was convicted by a tribunal and placed within the gulag camp system. He died of pneumonia on 12 May 1942 in Vyatlag camp in Kirov Oblast.