Norman is in full form in this episode. He tells Pineview "I have reason to believe my mother is insane and might be killing people." (ahem, says the person who is the one in the mental hospital).
Cue flashback of Norma over his father covered in blood. This idea that the killer might be his mom is even starting to sound more and more real. But come on, we know it’s not.