It depends on the situation, if I am just traveling and encounter unarmed survivor, i'll just leave them alone, but if I am looting a city and I see unarmed survivor, I would kill them. Specially if they are running to the firehouse or buildings that spawn weapons. I learned not to trust anybody after helping another survivor get rid of zombies and then get shot in the back of my head by the guy I just helped.