#distribution-geometry

Distribution Geometry Across Languages: Turkish as Morphological Outlier

How do output distribution shape, attention head specialization, and surprisal rhythm vary across languages and text genres in a multilingual LLM?

• Turkish is a distribution outlier across every metric: lowest top-1 accuracy (37%), highest entropy (3.69), lowest kurto…
• Zero global attention heads exist out of 784 total. Head type distribution: 49% mixed, 29% sparse, 22% local, <1% diagon…