"Feeling metaphysics" or "feeling cosmology" is the kind of theory that suggests every existence, either mental or physical, inheres in itself a capacity of "feeling" and thereby can interact with one another as part of an organic whole. It gives a different view of the universe from that of the materialistic and causal mechanistic ones which see the universe as a configuration of elementary particles whose motions and relations are purposeless and governed by some definite, causal, mechanical laws. In modern philosophy, feeling metaphysics has long been a characteristic of European rationalism and idealism, and constantly challenged by empiricism and realism as it frequently undermines the foundation of the existence of the external world by making the objective world depend on the subjective or universal mind. In the late nineteenth century, some neorealists and pragmatists gave a new version of feeling metaphysics; they still held an organic view on the universe, but tried to avoid the difficulty caused by idealism. Among them, Alfred North Whitehead has proposed a philosophy of organism founded on the concept of "organism" designated to take the place of "matter" in substantial metaphysics. "Organism" is of a dipolar nature; it has both mental and physical poles and is capable of resolving the long standing problem of body-mind dualism in Western philosophy. This makes Whitehead's philosophy of organism one of the most significant metaphysics in the contemporary world. According to Whitehead, the universe composed of organism is a purposeful, creative, living universe, and it is not solely dominated by the blind force of mechanical, causal laws. Whitehead's cosmological outlook is very close to that of the authors of the Book of Changes (Yi Jing) of ancient China who also saw the universe as an organic whole with its parts extensively interrelated. The Book of Changes, one of the Six Classics, though originally a handbook of divination, is replete with metaphysical notions, such as change, extensive connectedness, creativity, principle, essence, goodness, etc. From the standpoint of comparative philosophy, it will be of great interest to us to understand how the authors of the Book of Changes and Whitehead share the similar views of the universe and whether there is a feeling metaphysics in their philosophies.