It was revealed in "Thanksgiving" that Samuel killed his brother, Joseph, because Joseph had lied about Samuel's true abilities; after Samuel kills him, he seems to show regret.
Samuel killed his brother. This was what it was revealed in "Thanksgiving", because Joseph had lied about Samuel's true abilities. Joseph was his brother. He seems to show regret. Samuel kills him.