It should remain. It is a buff that is applied to certain ninjas that meet its conditions. Unlike Anbu tactics/poison tai/healing tips and the like, Root of Warrior is considered an applied buff, a temporary one that can be removed by certain skills. The former buffs I mentioned are "aura" buffs, that requires the presence of the ninja that gives it, and can only be removed if you kill that ninja.