In this work, we explore the phenomenological consequences of a 7-dimensional Einstein-Cartan theory formulated on a G \(_2\) -manifold with torsion. We demonstrate that a Kaluza-Klein reduction of this geometry can provide a natural origin for the electroweak scale ( \(\approx \thickapprox {246}{GeV}\) ), offering a geometric explanation for the hierarchy problem. A key prediction of this framework is the existence of a repulsive force at Planckian densities, which dynamically halts the final stage of Hawking evaporation. This leads to the formation of a stable remnant with a predicted mass of approximately \(9\times 10^{-41}\;\text {kg}\) . The model’s internal consistency is confirmed by non-trivial relations that fix its geometric parameters, leading to falsifiable predictions. Furthermore, the remnant’s structure provides a concrete mechanism for storing information via its quasi-normal mode spectrum, opening a new, testable research program at the intersection of geometry, quantum gravity, and particle physics.