Stock prices often react positively to earnings that surpass market expectations, as it indicates the company is performing better than anticipated. Clearwater Paper's announcement of higher-than-expected Q1 adjusted EPS results directly impacts investor sentiment and the perceived value of the company, leading to an increase in stock price.