To me, it would just mean that nobody else can book that leg--not that your already booked seats have been taken away from you. I have never heard of anyone booked already being bumped.
On rare occasions (with most airlines), it does happen but only after asking for volunteers first and that usually takes care of it. I would for sure show up early if I know the flight is sold out.
