Learning style construction is always an important content in colleges and universities, and virtuous learning style construction can not be separated from studentbased modern education ideas. This paper tries to apply western active psychological ideas to China’s education and explores learning style construction oriented by cultivating college students’ active quality, which plays an important role in enhancing college learning style construction by building virtuous learning style.