It is found that the higher or lower the media sentiment conveyed by news reports, the more likely the stock price will deviate from the basic value level. Moreover, when the company's information transparency is lower, the impact of media sentiment on asset mispricing is more significant. Further studies show that the influence of media transmission is asymmetric. The optimistic media sentiment is more likely to push prices up and deviate from basic values, resulting in stock price bubbles.