Oddly, at least according to Wikipedia, the group that named it only lost one person there. They just expected to die.
A group of European-American pioneers got lost here in the winter of 1849-1850, while looking for a shortcut to the gold fields of California, giving Death Valley its grim name. Although only one of the group members died here, they all assumed that the valley would be their grave.