WD40 barely classifies as a lubricating oil...
PB, a penetrating oil, is a completely different class. Try w/ PB and let soak overnight as BS states. I've used PB to release frozen solid brake caliper slide pins, header bolts, exhaust clamps, etc. - all of which I thought were completely toast.
Good luck