{ "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": 5000, "n_train": 4000, "n_holdout": 1000, "backbone": "google/gemma-4-31B-it", "results": { "L28": { "head_free": { "r@1": 0.015000000596046448, "r@10": 0.055000003427267075, "median_rank": 329.0 }, "fitted_head": { "r@1": 0.17400000989437103, "r@10": 0.5330000519752502, "median_rank": 9.0 } }, "L47": { "head_free": { "r@1": 0.16700001060962677, "r@10": 0.4190000295639038, "median_rank": 20.0 }, "fitted_head": { "r@1": 0.22700001299381256, "r@10": 0.6340000033378601, "median_rank": 5.0 } }, "L54": { "head_free": { "r@1": 0.1600000113248825, "r@10": 0.5570000410079956, "median_rank": 8.0 }, "fitted_head": { "r@1": 0.1980000138282776, "r@10": 0.578000009059906, "median_rank": 7.0 } }, "L60": { "head_free": { "r@1": 0.003000000026077032, "r@10": 0.03700000047683716, "median_rank": 393.0 }, "fitted_head": { "r@1": 0.1080000028014183, "r@10": 0.40700000524520874, "median_rank": 16.0 } } } }