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Observational analysis explores attention topology in Qwen2.5-7B's layers, suggesting routing implications.
I probe Qwen2.5-7B base across eight relation-tracking cases and report four aggregate scores summarising the 29-layer profile: residual carry AUC 0.55, attention anchor mass AUC 0.089, formation peak 0.94, cross-layer circuit score 0.39. The formation profile is bimodal with peaks at layer 1 and layer 28, and no single intermediate layer dominates. The work of routing anchor information to query position is spread across layers 19 through 27, where residual carry rises from 0.60 to 0.81 while attention to anchors stays in the 0.12 to 0.23 range. I label this pattern attention topology path. The classification is observational; causal verification via activation patching is the next experiment.
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Ho Yiing Chen (2026) studied this question.
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