The operation of Gunn diodes is based on the principle of negative differential resistance (NDR). When the electric field across the diode exceeds a certain threshold, the electrons in the material are transferred to a higher energy state where they have lower mobility. This causes a decrease in current even as the voltage increases, leading to the generation of high-frequency oscillations.