Abilities are not negated when a character is converted, so SOME ongoing abilities (that didn't state 'while this hero...' since those would turn off) would remain in effect.
For TC Heroes, as soon as they are returned to being a hero, I would think they'd immediately be active again, though this of course would happen after battle and thus would not technically start until next phase, true.