The law prefers letting some who are guilty escape punishment over punishing the innocent.
Mob vigilantism does just the opposite. It does not trust the law to punish all who are guilty, so it punishes on mere accusations without concern for the innocent.
The difference between the two may be the reason fear is so powerful here.