Try heating it with a propane torch and letting it cool to see if it expands and contracts and breaks the rust bond a bit.

Clamp some vice-grip pliers down on it as tight as possible and whack them with a hammer to "impact" it loose.

Weld a nut to the end and try a socket wrench again to see if the pb blaster has done any good.