The 32nd Rifle Division was first raised in 1934 at Vladivostok and organized as a Siberian Rifle Division. The division initially served Far Eastern Military District as part of the 39th Rifle Corps. It took part in a number of border skirmishes on the Manchurian border near Lake Khasan. By 1941 it consisted of the 17th, 113th, and 322nd Rifle Regiments and the 133rd and 154th Artillery Regiments.