Does Barty Crouch Jr. pretending to be Mad-Eye Moody ruin the film's emotional stakes?Discussion starter

We spend the whole movie bonding with 'Moody' as Harry's mentor—then learn it was the villain all along. Does that retroactive betrayal deepen the horror, or does it feel like a magic trick that undercuts every scene he's in?