So "negative feedback" does not imply "stable point". Although "stable point" presumably implies "negative feedback" somewhere?

Yes, with an emphasis on the 'somewhere.' (Is it really 'feedback' if the restorative force is already inherent in the system? Well, that depends on how you look at things, but I'd generally say yes.)