In December 1940, following the onset of the Soviet occupation of Bessarabia and Northern Bukovina, Grünberg became a Soviet citizen, joined the NKVD, and trained as a spy in Chernivtsi (Cernăuți). He was sent undercover into Romania on May 26, 1941,