I'm unsure. I've only had one run away and it came back. I have my bet on it will return though. I believe the only disadvantage of a Sprite running away is losing reputation with Sprite Messengers and a delay in your line of production.
It's not easy to get it to RAGEQUIT mode anyways. You just need to spam Chat command every now and then and it should remain above Depressed-Normal.