Contemporary theoretical physics relies heavily on probabilistic interpretations and empirical parameter-fitting to maintain the integrity of the Standard Model. This paper introduces the Vortex Layer Theory (VLT), a deterministic, multi-dimensional hydrodynamic framework of the Universe that eliminates the need for quantum randomness and arbitrary constants. By modeling the fabric of reality as an 11-dimensional continuum of energy potentials, VLT redefines elementary particles not as zero-dimensional point masses or clouds of probability, but as topological solitons (vortices) spanning discrete dimensional layers. This purely geometric approach restores deterministic causality to fundamental physics, fulfilling Einstein's vision of a purely geometric universe. Key achievements and derivations presented in this paper include: The Illusion of Quantum Uncertainty: Mathematical proof that the Gaussian probability distribution (wave function) is merely a lower-dimensional cross-sectional projection of an 11-dimensional hyperspherical volume. Hadronic Topology (No Constants): The exact derivation of the proton mass (938.25 MeV) directly from the electron mass using the geometric volume multiplier of a 5-dimensional vortex (6π⁵), achieving 99.997% accuracy. The Three Generations of Fermions: A strict Euclidean proof of the Koide formula, demonstrating that the three generations of particles are simply projections of the same vortex across three orthogonal spatial axes (X, Y, Z) forming a 2/3 geometric diagonal. Testable Predictions: The geometric derivation of hidden, superheavy Higgs Boson states for the Y and Z axes, specifically predicting a secondary Higgs Boson at 25.86 TeV (beyond the current reach of the LHC, testable by future colliders). Macroscopic Projections: Demonstrating that the 104.45° bonding angle of the water molecule (H₂O) is a precise topological projection of 4-dimensional space, and explaining biological homochirality (right-handed DNA) as a manifestation of a "Multi-Dimensional Coriolis Effect." This preprint serves as a foundational manifesto for transitioning from probabilistic quantum field theories to deterministic multi-dimensional hydrodynamics.