It killed about 80,000 people when it blew up. When the Japanese didn't surrender after the “Little Boy” bomb destroyed Hiroshima, President Truman ordered that a second atomic bomb, called “Fat Man”, be dropped on another city in Japan. The “Fat Man” bomb contained plutonium made at Hanford.