MoO3 nanoparticles with high work functions were introduced into a polystyrene sulfonic acid (PSS) thin‐film matrix to form PSS:MoO3 (PSSMO) composite thin films, improving the stability of the PSS passivation effect spoiled by the self‐deoxidation at the PSS/Si interface based on an electrical passivation mechanism, which was found in previous work. Compared to the PSS/Si interface, the direction of the internal electric field (Ein) was reversed through the PSSMO/Si interface, which changed the Ein‐induced deoxidation at the PSS/Si interface to Ein‐induced oxidation at the PSSMO/Si interface, corresponding to a light‐induced enhancement of the PSSMO passivation rather than a light‐induced degradation of PSS passivation. In addition, it was shown that PSSMO has good electrical and optical properties. Thus, a versatile thin film with the properties of surface passivation, hole transport and high transmission was obtained.