THE NARRATION!
Ever since I saw the screenshots I was thinking how cool it would be for Sam to narrate the whole episode to go along with the hard boiled detective theme, and LO AND BEHOLD! And man, Sam is even scarier in action.
I'm casting my vote for the brain being Sammun-Mak's, too, what with the museum and all. Either that or the fairy dinosaur.