{ "question": "is the L60 collapse lost information or a readout that lost reach", "method": "shipped head recipe: two 1024-d towers, InfoNCE, fitted per layer", "control": "a fitted head at L47 must clearly beat head-free, or the instrument is invalid", "n_images": 30000, "n_train": 28000, "n_holdout": 2000, "backbone": "google/gemma-4-31B-it", "results": { "L20": { "head_free": { "r@1": 0.06650000065565109, "r@10": 0.23800000548362732, "median_rank": 145.0 }, "fitted_head": { "r@1": 0.3295000195503235, "r@10": 0.7630000114440918, "median_rank": 3.0 } }, "L47": { "head_free": { "r@1": 0.12250000238418579, "r@10": 0.3615000247955322, "median_rank": 31.0 }, "fitted_head": { "r@1": 0.30000001192092896, "r@10": 0.6925000548362732, "median_rank": 4.0 } } } }