This paper introduces the attributes of emotional evaluation in the Grammatical Knowledge-base of Contemporary Chinese. Lexical emotion tagging is studied by means of both qualitative and quantitative approaches. Based on the statistical results from the People's Daily tagging corpus, lexical emotional trends are described and formulated in our Knowledge-base. Lastly, we also discuss potential applications of emotion tagging in related tasks such as text filtering, information retrieval and web page evaluation.