Modern physics is increasingly encountering the limitations of exact symmetry frameworks when attempting to explain the complex, scale-dependent, and emergent structures observed throughout nature. Similar self-organized and self-similar patterns repeatedly appear across vastly different physical scales, ranging from atomic orbitals, crystal lattices, and plasma filaments to atmospheric vortices, planetary surface structures, galactic distributions, and the large-scale cosmic web, suggesting the existence of deeper universal organizational principles. In this work, we propose an extended interpretation of the Unified Fractal Quantum Field Theory (UFQFT) in which spacetime is not an empty geometric background, but a space-filling neutral fractal resonance field dynamically organizing matter through resonance coherence and scale-dependent geometric interactions. Within this framework, particles, forces, gravity, and large-scale structures emerge from the resonance dynamics of fundamental energy (Φ) and charge (Ψ) fields embedded in fractal spacetime characterized by a non-integer dimension D≈2.7. Symmetry is therefore interpreted not as an exact static invariance, but as an emergent consequence of dynamically stabilized resonance configurations formed within the underlying fractal neutral field. Similar to the alignment of charged particles along magnetic field lines, matter distributions across nature may evolve toward geometrically stable configurations defined by resonance-guided organization. Consequently, the repeating symmetric and quasi-symmetric structures observed from microscopic quantum systems to cosmological filament networks may represent scale-dependent manifestations of the same underlying fractal field geometry. The framework further provides conceptual connections between generalized symmetry, emergent spacetime, dark matter, dark energy, holographic organization, and large-scale cosmological structure formation, offering a unified geometric interpretation for the emergence of order and symmetry across the universe.