We demonstrate the enhanced purification of the quantum state of a two-level system subject to a near-resonant driving field when in proximity to a gold nanoparticle.The quantum dynamics of the driventwo-level system in the presence of decay is modelled by the Lindblad Master equation.The electrodynamics of the gold nanoparticle illuminated by the driving field and the field radiated by the atomic dipoleis solved using a finite-difference time-domain method.We discover that the presence of a proximate gold nanoparticle enhances the purity of a driven two-level system even at short times.