I think it's directly related to the horror factor.
In the literature, this is characterised by "dread risk" (low control and significant consequences) versus "continuing risk" (the normal risks that we tolerate and manage on a routine basis).
Not surprisingly, the nuclear and aviation industries figure strongly in public dread risk perceptions.