He didn't go off the cliff. Even if he did, if he went into sage mode he wouldn't even get a scratch.

He's just going to continue to glare at the other. "You went rogue. Ero-sennin went after you but you wouldn't return and you attacked Konoha. You don't give a damn about Konoha! And you took my best friend away with you!"