Stock prices often react positively to earnings that surpass market expectations, as this indicates a company's operational strength and potential for future growth. Teekay Tankers' better-than-expected Q1 earnings suggest strong performance and profitability, likely leading to increased investor confidence and demand for TK shares in the short term.