You can try and scavenge bearings off a dumped el cheapo mower and see if you can make them fit.
That's how I repaired the rear wheel of an old SupaSwift of mine by using a wheel bearing off a Sanli base I picked up on the side of the road.

Ahh, if only victa had kept producing the thumblatch catcher series, they would be in better shape today!