paper_type.json (365B)
1 { 2 "paper_type": "empirical", 3 "reason": "Reports quantitative experimental findings measuring how LLM reasoning representations reorganize across scales (dimensionality collapse %, alignment increases, coherence values) and domains, with primary contribution being empirical discovery of geometric patterns rather than a new benchmark or theoretical analysis." 4 }