Unlike grizzlies you do not hear of black bears pressing an attack through an onslaught of lead.
The rifle you mention is a nice size to carry as well as the ammo size being well suited to carrying a bunch. I'd have no fear of of using a 357 mag. with good bullets for a survival/unlikely black bear attack insurance rifle.