=== ATTENTION-TO-MLP-GATE COEFFICIENT CONNECTIONS ===
F_h = (G * learned_preMLP_scale) * C_h, where C_h is the scaled OV map.
State-dependent normalization denominators and attention routing are absent.
No gate preactivation or model input is evaluated.
L00: largest_coefficient_relative=H1 0.020853; median_source_alignment/control=1.2386; top_gate_direction_units=[725, 1177, 238]
L01: largest_coefficient_relative=H1 0.016412; median_source_alignment/control=1.1308; top_gate_direction_units=[834, 1511, 951]
L02: largest_coefficient_relative=H3 0.017903; median_source_alignment/control=1.0124; top_gate_direction_units=[14, 120, 393]
L03: largest_coefficient_relative=H3 0.025737; median_source_alignment/control=1.1158; top_gate_direction_units=[754, 877, 559]
L04: largest_coefficient_relative=H1 0.030591; median_source_alignment/control=1.1213; top_gate_direction_units=[1859, 611, 462]
L05: largest_coefficient_relative=H1 0.025444; median_source_alignment/control=1.0816; top_gate_direction_units=[651, 1141, 985]
L06: largest_coefficient_relative=H0 0.020936; median_source_alignment/control=1.1444; top_gate_direction_units=[1453, 338, 1548]
L07: largest_coefficient_relative=H3 0.017977; median_source_alignment/control=1.0800; top_gate_direction_units=[1334, 161, 817]
L08: largest_coefficient_relative=H2 0.022337; median_source_alignment/control=1.1674; top_gate_direction_units=[787, 323, 881]
L09: largest_coefficient_relative=H0 0.018412; median_source_alignment/control=1.1545; top_gate_direction_units=[1551, 1146, 935]
L10: largest_coefficient_relative=H1 0.019495; median_source_alignment/control=1.1003; top_gate_direction_units=[798, 778, 1975]
L11: largest_coefficient_relative=H1 0.016428; median_source_alignment/control=1.0714; top_gate_direction_units=[1631, 1565, 452]
L12: largest_coefficient_relative=H1 0.018363; median_source_alignment/control=1.0913; top_gate_direction_units=[1546, 273, 1149]
L13: largest_coefficient_relative=H3 0.017653; median_source_alignment/control=1.1116; top_gate_direction_units=[1929, 756, 1251]
L14: largest_coefficient_relative=H3 0.014346; median_source_alignment/control=0.9603; top_gate_direction_units=[2003, 490, 769]
L15: largest_coefficient_relative=H2 0.018430; median_source_alignment/control=1.0578; top_gate_direction_units=[805, 362, 881]
L16: largest_coefficient_relative=H1 0.020946; median_source_alignment/control=1.0309; top_gate_direction_units=[1593, 1682, 332]
L17: largest_coefficient_relative=H1 0.020099; median_source_alignment/control=1.1310; top_gate_direction_units=[288, 1693, 1402]

=== TOP 16 HEAD-TO-GATE BLOCK DIFFERENCES ===
Source = attention-writing coefficient changes.
Receiver = gate-projection and learned preMLP-scale changes.
Fractions describe coefficient algebra, not causal behavioral effects.
L04H1 relative=0.030591 source/receiver/cross=93.00/4.69/2.31% source/control=1.2123 top_direction-normalized_units=[2016, 1097, 211]
L03H3 relative=0.025737 source/receiver/cross=90.95/7.29/1.76% source/control=1.1555 top_direction-normalized_units=[1453, 767, 1665]
L05H1 relative=0.025444 source/receiver/cross=86.21/12.60/1.19% source/control=1.1668 top_direction-normalized_units=[1826, 1382, 651]
L04H0 relative=0.023670 source/receiver/cross=91.41/7.79/0.80% source/control=1.2522 top_direction-normalized_units=[349, 211, 895]
L08H2 relative=0.022337 source/receiver/cross=88.35/8.41/3.25% source/control=1.2256 top_direction-normalized_units=[881, 1412, 787]
L05H3 relative=0.022096 source/receiver/cross=83.38/15.11/1.51% source/control=1.2184 top_direction-normalized_units=[651, 537, 885]
L16H1 relative=0.020946 source/receiver/cross=84.17/13.55/2.28% source/control=1.3292 top_direction-normalized_units=[332, 1593, 375]
L06H0 relative=0.020936 source/receiver/cross=83.37/13.42/3.21% source/control=1.3054 top_direction-normalized_units=[1453, 1548, 345]
L00H1 relative=0.020853 source/receiver/cross=85.32/15.78/-1.09% source/control=1.1200 top_direction-normalized_units=[1062, 517, 332]
L08H1 relative=0.020793 source/receiver/cross=87.83/9.41/2.76% source/control=1.2341 top_direction-normalized_units=[323, 787, 881]
L16H3 relative=0.020597 source/receiver/cross=86.18/12.33/1.49% source/control=1.4468 top_direction-normalized_units=[1593, 1682, 888]
L06H2 relative=0.020539 source/receiver/cross=81.60/14.10/4.31% source/control=1.2383 top_direction-normalized_units=[39, 1453, 1093]
L03H1 relative=0.020402 source/receiver/cross=82.43/13.17/4.40% source/control=1.1829 top_direction-normalized_units=[1831, 877, 402]
L17H1 relative=0.020099 source/receiver/cross=80.36/16.08/3.56% source/control=1.6149 top_direction-normalized_units=[288, 1693, 1977]
L04H2 relative=0.019545 source/receiver/cross=81.75/13.61/4.63% source/control=1.1864 top_direction-normalized_units=[989, 604, 1859]
L10H1 relative=0.019495 source/receiver/cross=78.25/18.49/3.26% source/control=1.1367 top_direction-normalized_units=[798, 724, 447]

=== HIGHLIGHTED MLP UNITS AS RECEIVING GATES ===
Ranks are among all 2048 units in that layer.
Absolute rank weights gate magnitude; direction-normalized rank removes it.
L04 unit=  13 absolute_rank=  11 direction_rank=1426 connection_relative=0.010786 baseline_coupling=0.11613 source/control=0.7717 source/receiver/cross=85.10/8.99/5.91%
L04 unit= 937 absolute_rank=   5 direction_rank=1485 connection_relative=0.010973 baseline_coupling=0.10855 source/control=1.2747 source/receiver/cross=87.58/5.50/6.92%
L04 unit=1804 absolute_rank=  13 direction_rank=1879 connection_relative=0.017952 baseline_coupling=0.03131 source/control=0.8206 source/receiver/cross=98.10/1.86/0.04%
L04 unit=1044 absolute_rank=  30 direction_rank=1644 connection_relative=0.019574 baseline_coupling=0.03179 source/control=1.0705 source/receiver/cross=95.88/3.28/0.84%
L06 unit=1824 absolute_rank=   3 direction_rank=1043 connection_relative=0.016019 baseline_coupling=0.16232 source/control=1.2336 source/receiver/cross=99.78/0.09/0.13%
L10 unit=1363 absolute_rank=1698 direction_rank=2048 connection_relative=0.020463 baseline_coupling=0.00043 source/control=0.6951 source/receiver/cross=66.20/49.66/-15.86%
L10 unit=1564 absolute_rank=  29 direction_rank=2037 connection_relative=0.016946 baseline_coupling=0.00692 source/control=0.8572 source/receiver/cross=93.26/7.36/-0.62%
L10 unit=1529 absolute_rank=1787 direction_rank=2047 connection_relative=0.019970 baseline_coupling=0.00054 source/control=0.6649 source/receiver/cross=55.91/59.68/-15.59%
L14 unit= 641 absolute_rank=  31 direction_rank=2047 connection_relative=0.006609 baseline_coupling=0.02116 source/control=2.0245 source/receiver/cross=88.81/4.53/6.67%
L16 unit= 893 absolute_rank=  98 direction_rank=2048 connection_relative=0.024256 baseline_coupling=0.00202 source/control=1.1090 source/receiver/cross=86.69/6.55/6.76%

=== TOP 15 GATE-DIRECTION CONNECTION CANDIDATES ===
These are sensitivity-of-weight-connection candidates, not inferred activations.
L08 unit= 787 normalized_difference_score=4.212822e-07 relative=0.032789 baseline_coupling=0.25079 source/control=1.6120
L09 unit=1551 normalized_difference_score=4.067642e-07 relative=0.025266 baseline_coupling=0.40781 source/control=4.3379
L06 unit=1453 normalized_difference_score=4.04672e-07 relative=0.026464 baseline_coupling=0.36981 source/control=1.2467
L08 unit= 323 normalized_difference_score=3.387044e-07 relative=0.021854 baseline_coupling=0.45386 source/control=2.6172
L08 unit= 881 normalized_difference_score=3.32781e-07 relative=0.034211 baseline_coupling=0.18198 source/control=3.9284
L09 unit=1146 normalized_difference_score=3.224427e-07 relative=0.037515 baseline_coupling=0.14663 source/control=1.1679
L09 unit= 935 normalized_difference_score=3.096043e-07 relative=0.026504 baseline_coupling=0.28207 source/control=1.7301
L06 unit= 338 normalized_difference_score=2.929891e-07 relative=0.041724 baseline_coupling=0.10771 source/control=2.3684
L06 unit=1548 normalized_difference_score=2.90753e-07 relative=0.040940 baseline_coupling=0.11102 source/control=2.3411
L00 unit= 725 normalized_difference_score=2.517736e-07 relative=0.009331 baseline_coupling=1.85071 source/control=2.3954
L00 unit=1177 normalized_difference_score=2.157159e-07 relative=0.010588 baseline_coupling=1.23153 source/control=2.1002
L16 unit=1593 normalized_difference_score=1.903177e-07 relative=0.072610 baseline_coupling=0.02310 source/control=21.7973
L04 unit=1859 normalized_difference_score=1.799484e-07 relative=0.053728 baseline_coupling=0.03990 source/control=2.2213
L10 unit= 798 normalized_difference_score=1.793023e-07 relative=0.033509 baseline_coupling=0.10220 source/control=1.8281
L16 unit=1682 normalized_difference_score=1.751888e-07 relative=0.082601 baseline_coupling=0.01643 source/control=12.5485

Elapsed seconds: 2.81

Interpretation limits:
A stable gate weight can receive changed attention-written directions.
These products test that structural possibility without measuring gate activity.
Changes in Q/K-driven routing could also alter gate inputs and are not captured here.
No identified connection has been shown to carry guesses, truth, or answer selection.
Only matrices derived from weights were multiplied; no model input was evaluated.
