Forum:Emergency teleport with psychic overload?

If a psychic monster is brought to the field with Emergency Teleport,then sent to graveyard for a synchro summon, THEN returned to the deck (along with 2 other psychics) with Psychic Overload, do you have to search through your deck at the end of the turn and remove that card from play, or is Emergency Teleport's remove from play effect not activated?