The Golden Ratio Φ has long appeared across natural systems, yet most explanations treat it as a geometric constant or an imposed tuning parameter. In this paper, Φ is derived directly from the generative operators of Fractal Theory (FT) Morgan, M. (2025), without invoking geometry, harmonic rules, or external proportional assumptions. FT models all recursive structures through the interaction of Unity (coherence), Division (differentiation), Scale (recursive elevation), Drift (operator tuning), and Memory (cumulative structural history). We show that under Drift, Unity grows by integrating Division and Division grows by differentiating Unity, producing the operator transformations U’ ∝ U+D and D’ ∝ U. A recursion shell is stable only when the operator ratio U/D is preserved across a Scale step, which imposes the self-similarity condition U’/D’ = U/D. Substituting the FT operator relations yields the functional equation r = 1 + 1/r, whose unique positive solution is the Golden Ratio r = Φ = (1+√5)/2. Thus, Φ emerges as the sole recursion-stable attractor of the FT kernel, arising naturally from the interplay of Unity, Division, Scale, Drift, and Memory. This revised edition strengthens the original derivation by: (i) deriving the linear recursion form from Scale-invariance rather than asserting it; (ii) connecting the general Drift matrix to the proportional Drift regime used in the derivation; (iii) proving Memory accumulation at Φ; and (iv) establishing that equal proportionality coefficients follow from Scale symmetry.