contagious laugh

A contagious laugh is one that spreads to others who hear it, triggering laughter even in people who didn't hear the original joke.

The term captures how some laughs—often distinctive, uninhibited, or genuine—seem impossible not to join: Her contagious laugh had the whole room cracking up within seconds.