His brother Šimun was shot by Germans in the Kragujevac massacre; although he was an ethnic Croat, which could have saved him from death, he refused to say so, sharing his fate with citizens of Kragujevac. Stjepan's second brother Nikola was killed in May 1943 as a member of the 1st Proletarian Brigade.