At present, the reason why Confucianism is in a state of disintegration is that there are serious deviations in the understanding of the concept of Confucian philosophy. In fact, Confucianism and philosophy are two kinds of wrong words, the former is pre-modern and the latter is modern; wrong words lead to the different way of entering, i.e., the current form of “so and so Confucianism,” from the perspective of modernity, is the expression of various conflicting positions, which cannot and should not be regarded as a kind of self-consistent philosophy at all. As the form of modern philosophy, Confucian philosophy is different from any philosophy in that it is a thorough emotional way of thinking. This is the unique real quality of Confucian philosophy in this era.