The hierarchy problem—the extreme weakness of gravity compared to the Planck scale—finds a natural resolution in the Stabilized Angular Torsion ($\TAS$) model. We demonstrate here that the scaling factor $\mathbf{N}_{\text{Torsion}} = 10^{20}$ is not an arbitrary fundamental constant, but the result of a topological dilution of anchoring energy within the $\QRD$ network. The major discovery lies in identifying this factor as the square root of the Eddington-Dirac constant ($10^{40}$), revealing that gravity is a force coupled to a surface ($\mathbf{L}^2$), placing it topologically "twice as far" as linear-coupled forces.