He was not a regular/private citizen, he had ties to the Saudi royal family/Saudi intelligence services, used to work for the Saudi government etc. He might have committed treason/espionage, they tried to arrest him, he resisted, it got out of hand, he died. A Saudi Arabian consulate is Saudi...