Speech act theory and conversational implicature, as research approaches in discourse analysis (DA), have been applied successfully to investigations in such fields as philosophy, linguistics, psychology and literature criticism. This paper aims to employ a synthesized model of these two theories to make a tentative study of the “literature language” and the characters in the literary work—Pride and Prejudice—to testify whether these research methods contribute to the readers’ understanding and appreciation of this masterpiece. The results of the study show that, to a certain extent, the image of the characters in a particular context in this literary work has been successfully demonstrated in terms of these two approaches in DA and it has been proved that “literature language” can be analyzed by means of DA theories. In addition, the study may contribute to the enlightenment of effective and creative approaches in literature as well as college movie English audio-visual-oral course teaching.