Ferroelectric materials exhibit a spontaneous electric polarization that can be reversed by an electric field1, a property central to non-volatile memories2,3, sensors4 and actuators5,6. In most conventional ferroelectrics, the polarization originates from a softening of a polar mode7. The amplitude of the mode along a given direction couples with the