Try opening your world map (press M) and click on one of the quests in that zone, see if the arrow comes back. Alternately, right-click the circle beside a quest in your quest tracker, and track it. I find that the arrow tends to vanish for no reason sometimes, and it can also go away if you have no quests for the zone you are in.