This work finds the fine structure constant as a composite attractor, determined by the confluence of many constants rather than any single principle. We show high accuracy derivations based on geometric and recursive principles, some achieving 12 PPB accuracy. We also find Wyler's infamous approximation of alpha is a rearrangement of hypersphere coefficients and simple integers, lending geometric insight to the abandoned formula. A general thesis is proposed as a direct result of the solutions discovered.