I judged the given probability P(crime | guy being chased in the streets & SF) as much higher than chance, which is what led me to yield to instinct.

I realize that I was over my head considering the guy was much bigger than me and I had no way of knowing if he was armed or not, but I sleep better at night knowing I did what I could to act as a decent human being.