WUZHONG, China—In a packed auditorium in this Yellow River city, dancers in floral-pattern costumes twirl against a backdrop of a red star shining over the Great Wall.

“General Secretary Xi’s words ring around our ears!” the dancers exclaim.

Welcome to the “Spirit of the 19th Party Congress” publicity tour.

The...