28 F might be the lowest official temperature for the city proper, but many parts associated with the city (like the SF Valley) can get colder than that. About a decade ago it hit 20 F in the western part of the valley, and it snowed for the first time since the 70s or so.

Of course, I've done winters in Alaska so 20 F is a heat wave as far as I'm concerned.