“it took two bombs before he surrendered”
That and the fact that the Soviet Union had just declared war on Japan. A ground invasion on two fronts with massive ground forces from Russia scared him as much as another A-bomb did.
Russia invading Japan scared us, too. Imagine Japan and China and Korea all Red.