The entire state of California is not on a fault line. Surely there's some seismically-stable places in the state where such plants could be built.

I agree, America has no business building a nuclear plant anywhere near a fault line. But America isn't like Japan: there's tons of safe places within American territory where there's almost no risk of significant earthquakes. The same isn't true in Japan.