As a natural expansion from the tradition of natural language processing research, this paper presents our approach toward the poetic and artistic aspects of the human cognitive system. Our mental processes wouldn’t stop when they understand the meaning of text. We always evaluate and appreciate them. Sometimes we contemplate, mediate and are moved. Cognitive science needs to invent vocabularies to describe these aspects of mental processes.