Kenichi Asakura is an uptight, hyper-square salesman. One day, three bank robbers commandeer his van. They are in hot pursuit of their fellow robber who has snatched the money. Unfortunately for the bank robbers, Asakura never drives over 40 km/h speed limit even under the extreme situation.

Since the End of World War II, the People of Tanna, a remote island in the south Pacific in the archipelago of Vanuatu, idolize an American prophet. His name is John Frum. The islanders believe he is an American pilot that returned to the United States after the war, and will come back to Tanna with riches from the US that they call "the cargo". They pray to an American flag, awaiting his return. One man, Isaac the Last One, chief of the "Cargo Cult", claims he is Frum's Son. He has formed an army of GI's to celebrate the return of the prophet John Frum.

On an isolated island in Brittany at the end of the eighteenth century, a female painter is obliged to paint a wedding portrait of a young woman.