We investigate the multiphoton quantum dynamics of a leaking single-mode quantized cavity field coupled with a resonantly driven two-level qubit possessing permanent dipoles. The frequencies of the interacting subsystems, i.e. cavity and the emitter, are being considered very different, e.g. microwave and optical domains, respectively, and therefore the latter one couples to the resonator mode via its parallel dipole moments. As well, the generalized Rabi frequency resulting form the external coherent driving of the two-level qubit is assumed different from the resonator's frequency. As a consequence, this highly dispersive interaction regime is responsible for the cavity multiphoton quantum dynamics and photon conversion from optical to microwave ranges, respectively.