In this article, several representative cognitive rhetoric adumbration models are depicted to capture some basic text units and corresponding textual relationships tinted with pertinent analytic technical details.A shift from a static account of the textual details to a dynamic theory implicates some depth of the study and a richer variety of research tools so as to provide some foundational knowledge for some prospective AI probe into the nature of the text.