The observed pressure dependence of the total positron annihilation rates in alkali metals has been studied. The observation that the rates increase more rapidly with pressure than the estimated valence annihilation rates alone has been explained in terms of increased positron penetration into the ion cores. This picture is shown to be consistent with observed changes with pressure in angular correlation data for Na.