I had a similar experience decades ago being the first to intervene to stop domestic violence in a very public place: Venice Beach. I still recall being able to sense how the entire crowd of bystanders attitude suddenly flipped in just 2-3 seconds.

The first actor helps reduce pluralistic ignorance—people often want to help they are often just confused by the situation.