Preferred Bank has a history of beating EPS estimates, which typically leads to a short-term increase in share price. However, the bank's shares have been on a downward trend over the past year, indicating a bearish sentiment among long-term shareholders. The upcoming earnings report could potentially influence the stock's price, but it's uncertain whether it will be enough to reverse the negative trend.