PYEONGCHANG, South Korea—Ten days into the Winter Olympics, the U.S. was being clobbered by a country with fewer people than Wisconsin.

Norway, population 5.2 million, was cross-country-ski-sprinting away with these Games. It had 28 medals through Monday, with six days to go.

That’s already surpassed Norway’s best all-time total of 26 in...