In a video by Google's Matt Cutts he states a manual action penalty
would normally be timed-out.
He states for thing's like "keyword stuffing" you could expect a 30-day manual action.
So let's say you have an Unnatural Links Penalty, your whole site is being effected and your rankings have tanked.
How long before this is "timed-out"?