This upload contains a theoretical and numerical validation manuscript proposing a survival-scaling interpretation of negative effective dimension in pre-observable field configurations. The paper defines negative effective dimension as a logarithmic scaling quantity associated with survival probability, where a power-law survival measure M (epsilon) = A epsilonᵏ leads to Dₑff = -k. The work does not claim discovery of a literal negative spatial dimension or direct matter creation. Instead, it presents negative effective dimension as an effective scaling measure of scale-dependent suppression before visibility. Numerical validation is included using exact recovery tests, null-model comparison, noise robustness, random-filter falsification, scale-dependent filtering, and Monte Carlo stability checks. The manuscript is intended as a theoretical and computational preprint for discussion, citation, and further development.
Omkar Nawale (Thu,) studied this question.