{ "figure": "Figure 1", "caption": "Figure 1. The concept profile of the `for` statement on the model's own neurons. All 24 x 6,144 MLP neurons of OpenCoder-1.5B are drawn in place, one row per layer, at the end of pretraining (2,034 B tokens). **Top:** the carrier set -- the 5% of neurons with the largest standardised entries -- in the colour of its entry pi(A) - pi(B), in units of the yardstick's sigma0; every other neuron is grey. Each coloured cell is its own profile entry, and the grey set is exactly the complement of the carrier set. **Bottom:** one role, two tokens. The indented `for` and the module-level `for` are two unrelated vocabulary entries carrying the same grammatical role; each neuron is coloured by which of their two carrier sets it belongs to. The sets overlap by 0.494, against their own twin ceilings of 0.837 (module) and 0.850 (indented) -- 0.59 of the ceiling, ten times the chance level of 0.050, and well short of one representation. Within a layer the neurons are ordered by degree, how many of P1's 169 carrier sets a neuron belongs to, because index order scatters a construct's carriers across the whole row; the order is fixed once and reused so later maps are comparable. Drawn on the recorded 20-cell yardstick.", "files": [ "/validation/paper1/FIG1_neuron_map.svg", "/validation/paper1/FIG1_neuron_map.png" ], "reference": "pretrain_iter_0484865", "reference_described_as": "end of pretraining (2,034 B tokens)", "construct": "For", "twin": "twin1", "yardstick": "the recorded 20-cell split (paper 1's, 21 Oct)", "layout": "/validation/paper1/LAYOUT_neurons.npz", "acceptance": { "every_coloured_cell_traces_to_a_profile_entry": true, "grey_set_is_exactly_the_complement_of_the_carrier_set": true, "raster_holds_exactly_the_carrier_set": true, "n_carriers": 7373, "scope_overlap_share_of_K": 0.49423572494235724 }, "degree": { "max": 169, "mean": 8.45022922092014, "share_zero": 0.1068996853298611 }, "scope_panels": [ "module", "indented" ], "scope_panels_missing": {}, "provenance": { "inputs": [ "profiles/pretrain_iter_0484865/twin1/For.npz", "validation/carriers/pretrain_iter_0484865", "record/pretrain_iter_0484865/twin1__For_{A,B}_acc.npz" ], "reference": "pretrain_iter_0484865", "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad", "code_commit": "3325b25", "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026" } }