Caligula was assassinated leaving the Pretorean Guard jobless. It was they IIRC who installed the nearest member of the Imperial family as Emperor in an effort to ensure job security. That was whom they called Claudius the Idiot. He turned out smarter than that though. He was followed by Nero the last of Augustus' immediate family to rule.