Tan Name Meaning. Chinese : from the name of the state of Tan during the Zhou dynasty. After Wu Wang established the Zhou dynasty in 1122 bc, he enfeoffed the state of Tan to a descendant of the model emperor Yu (2205–2198 bc), with the status of Viscount. Descendants adopted the name of the state Tan as their surname.