People in ancient times thought thunder was the thunder god in a rage.
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The Chinese thunder god is usually called 雷公, paired with the lightning goddess 电母, while 雷神 is the general word for any god of thunder. Thor's name is also written 索尔 or 托尔, but the Marvel films are titled 《雷神》.