No. Anything in that area, where you and your gf will feel safe, will not be resonably priced. I'm a little confused about commuting from LA to Oakland. That's one hell of a drive if that's what you're considering.
I'd stick to ths SF Bay area or North of there but it ain't gonna be cheap...