Shutter Island
The film which truly got me into films, like I was a film watcher before this and now I am a film admirer.
The plot twist was genuinely unexpected, but now when i watch it back you can see how they were foreshadowing the ending and I was just sat there in shock for a little while thinking about how naive I was for not seeing it. But that's good filmmaking for you.