Ethel,
Nah, don't get a bigger hammer, that can only make bigger dents.
Float that thing in oil, penetrating oil, rust dissolving penetrating oil, let it sit in the sun and then keep at it. Those shafts fit very tightly in the bores and once rust forms it's a royal pain to get them unstuck. But keep at it.
Joe