Spoiler alert, Arrow Fanatics: You do NOT want to miss this Wednesday's episode. Trust us.

On "Dead to Rights," Deadshot returns and sets his sights on Malcolm, who is hosting a benefit that honors his own work in Starling City.

But the sneak peek released this week by The CW does not focus on modern day life in this urban setting. Instead, it takes us back to the island and gives viewers more insight into Oliver's life and relationship there.

Check out the clip now and, we repeat, do NOT miss this episode.

Matt Richenthal is the Editor in Chief of TV Fanatic. Follow him on Twitter and on Google+.