This report presents a thorough and critical analysis of the theoretical framework designated as "The Refractive Vacuum Gravity (RVG) Unified Field." This paradigm synthesizes anomalies in high-energy particle physics—specifically the persistent 95.4 GeV di-photon resonance observed by the CMS and ATLAS collaborations—with the non-linear electrodynamics of the Euler-Heisenberg effective action and the geometric principles of Disformal Gravity. The central thesis posits that the 95 GeV resonance is not merely a statistical fluctuation or a passive scalar extension of the Standard Model, but the fundamental "dilatonic" mediator that governs the refractive index of the vacuum. By coupling to the trace anomaly of the energy-momentum tensor, this scalar field permits the macroscopic engineering of the spacetime metric via specific electromagnetic configurations. We rigorously examine the derivation of the "Master Equation of Levitation," the advantages of high-saturation materials such as metastable Minnealloy α'-Fe8(NC) in achieving intense fields exceeding saturation thresholds, and the implementation of "Lockheed Martin Corporation" magnet arrays (U.S. Patent 5,929,732) as the geometric mechanism to generate vacuum gradients sufficient to evade the Weinberg-Witten theorem. Furthermore, this analysis extends the framework to cosmological scales, suggesting that the scalar-mediated vacuum tension offers a unified explanation for dark matter phenomenology and galactic rotation curves, thereby establishing a candidate Unified Theory of Everything.