Remember that since the drain current in saturation depends on the square of the voltage term (\(I_D \propto V_{ov}^2\)), its derivative (transconductance \(g_m\)) will always be linearly proportional to that overdrive voltage term: \(2k(V_{GS} - V_T)\).