The Siege Perilous, Dangerous Seat, was reserved by Merlin as the seat of honor for the knight who would be fated to find the Holy Grail. Someone not fated to find the Grail who sat there would instantly die. In different myth cycles either Persival or Galahad sat in it.
The dress Emma wears on the ship with Hook is the same dress she wore on their first date.