Based on first-principles calculations, we studied the effects of an electric field on the water bilayer at the water/Ag͑111͒ interface. We find that the commonly accepted "H-down" configuration is not the ground state under an external field, but instead, the "H-down-flipped" configuration is most stable under a negative E field with the largest spacing between the water and Ag layers, while under a positive E field, the "H-up" configuration is most stable. This means that water molecules on Ag͑111͒ are reoriented under an applied E field. The lowest-energy configurations are those that optimize the interaction between the water dipole and the external field, if the hydrogen bonding network of water layer is not disrupted.