There is some dialog earlier on that foreshadows why the Emperor removed the Harkonnens from Arakis and replaced them with House Atreides. It's the scene nearish the beginning where BATISTA barges in angrily asking The Baron why the Emperor would betray them in favor of The Duke and The Baron says something along the lines of a gift isn't always a gift and that the Emperor is a very jealous man.
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