In order to reveal how female figures with power construct their social identity through discourse, this paper analyzes the discourse pattern of female anti-stereotype in Mrs. Thatcher’s two speeches through data statistics from the theoretical perspective of gender construction. It is concluded that the anti-stereotype discourse pattern still reflects the social construction with male discourse as the power center, and the phenomenon of gender discrimination still exists.