A 33-mile trip from one protest in Annapolis, Md., to the parade grandstand in front of the White House was like a journey between two different countries.

Millions of demonstrators mobilized around the country as a smaller, subdued crowd gathered to witness the display of grandeur and might in the nation’s muggy capital.