Abstract: Chinese Dream has rich connotations. In the process of socialist modernization, it connotes the transformation of thinking modes concerning social development. On the dimension of concept, one-way thinking changes intomulti-directionalone. On the value dimension, it changes from objective thinking into procedural one. On the dimension of methodology, it shifts from theoretical thinking into practical one. The interpretation from the perspective of change of thinking modes is helpful for us to understand the connotation and practical significance of Chinese Dream.