Based on the hypothesis that space-time manifests as cylindrical helical motion at the speed of light, this paper proposes a phenomenological topological model to explain how macroscopic isotropic fields emerge from the collective response of anisotropic local helical flows. We model the intrinsic structure of fundamental particles as cylindrical manifolds characterized by inherent helicity and divergence. By applying the Central Limit Theorem (CLT) to vector fields on Riemannian manifolds, we demonstrate that the rotational degrees of freedom of massive local helical flows undergo destructive interference. Utilizing the Gauss-Bonnet theorem, we prove that in the thermodynamic limit, the system’s effective macroscopic field undergoes topological decoherence, inevitably resulting in an isotropic Gaussian sphere. Furthermore, by integrating the Dirac Large Numbers Hypothesis with the Eddington number (N∼10^80), our model derives a statistical fluctuation residual ratio of 10^(-40) providing a heuristic geometric-physical pathway for understanding the hierarchy problem between electromagnetic and gravitational forces.