I guess it was revived more recently, but it's still only the northern part of California, not the inland counties further south.
Coastal Northern California, though, usually votes Democrat. And wherever you put the capital of the new state it will become a Democrat stronghold - ditto for state colleges.
I was driving on Hiway 49 in the foothills and there were a LOT of Jefferson State flags, as you say.