By analyzing a poem lauding the eight scenic views of Taiwan (the greater eight views), we attempt to explain how the bureaucrats and literati of Taiwan, during the early period of the Qing Dynasty’s rule, and through the literary construct of the eight scenic views of Taiwan, controlled the new addition to the frontier of the empire, that is, Taiwan. In this study, using the spatial analysis method, we discuss how these bureaucrats and literati resolved their subjective identification issues resulting from being in a foreign land through the beauty of scenic views. We contend that the literary construct of the eight scenic views, upheld by these bureaucrats and literati, comprised a significant amount of imperial rhetoric. By referencing historical and cultural memories, transforming metaphors, and implementing rhetoric under what was called an “imperialistic aesthetic framework” by the author, they transformed the spatial attributes of Taiwan, creating a new spatial form and history. The purpose of this framework was to integrate Taiwan into the imagined community of the empire.