In fault-tolerant quantum computing, the execution of universal algorithms is strictly bottlenecked by the Eastin-Knill theorem, which prohibits continuous transversal gate execution within a single quantum code. While unitary code switching—specifically transitioning from a 2D 7-point memory lattice to a 3D 15-point execution block (historically formalized as the Steane $[[7,1,3]]$ and Reed-Muller $[[15,1,3]]$ codes)—is a well-established workaround to achieve transversal non-Clifford logic, executing this transition using traditional measurement-based lattice surgery incurs prohibitive boundary gauge noise. In this paper, we present a $G_2$-motivated geometric interpretation of this dimensional jump as a native hardware primitive for Grover's diffusion operator. We discard the anthropocentric framing of "implementing software codes," arguing instead that the universe utilizes the 7-point projective plane ($PG(2,2)$, $G_2$ holonomy) as its native local error-correction unit, embedding it into a 15-point projective envelope ($PG(3,2)$, $Spin(7)$) whenever fault-tolerant non-associative execution is required. By leveraging the catalytic interpolation mechanism defined in the ASA, we demonstrate how computation and error correction are geometrically unified, allowing hardware to execute multi-qubit non-Clifford operations via continuous topological deformation rather than synthetic software impositions.