Not stolen, but certainly one party loses their claim to their side of the channel. The revocation secret sides the channel to the victim. Either you cheat, and your counterparty produces a valid revocation secret. Or the counterparty is offline and they lose their side of the channel, at least partially, absent a watchtower node.