Research tool: Measuring Head (shared) vs Tail (expert-specific)
subspace similarity across OLMoE-1B-7B experts.
Hypothesis: Tail subspace similarity < Head subspace similarity,
and tail similarity ≈ random baseline → expert-specific directions
are geometrically complementary, not redundant.