The word "无理取闹" is formed by the sequential combination of four characters: 无 meaning "without", 理 meaning "reason", 取 meaning "to take" or "to engage in", and 闹 meaning "to make trouble" or "to stir up noise"; together, they literally construct the meaning of engaging in trouble-making without any justified reason.