While bombing Japan may have helped deter Soviet leader Joseph Stalin from expanding Soviet Influence In Europe after world war ii, that was not the primary reason Japan was bombed. American bombs fell largely for two factors: to punish japan for attacking and then refusing to surrender its forces and to bring war to a more timely close without an expensive Allied ground invasion that threatened many casualties.