From my understanding, a spectator ion isn't simply something that doesn't change state; it's something that doesn't change at all. In this case, although the state doesn't change, the Pb certainly does. The 'no state change' rule would only apply for aqueous stuff because the ions are dissociated, and even if a displacement occurs, the behaviour of the ions doesn't change as they are still just all separately dissolved inside the solution. Secondly, well, there's ION in the name so the most obvious thing is that spectator ions must be well..ions?
EDIT: From what I see, the reason why this occurs is because only aqueous ions are the ones capable of changing form without really changing at all since they just dissociate anyway. Molecules in any other state must change to be included in the overall equation anyway, otherwise they wouldn't have reacted and they'd just cancel out.