OUTPUT of run 4 of at most 20:
```
Maximum attention row-sum error: 0.00035828351974487305
All differences below are B minus A; units are attention probability mass.

PER-LAYER mean final-query TV / all-query TV / guess delta / synthetic guess-minus-fact delta
L00 0.028347 0.054335 +0.000033 +0.000041
L01 0.165656 0.082049 -0.000397 +0.000027
L02 0.286627 0.085431 +0.001827 +0.001073
L03 0.195739 0.109095 +0.000196 +0.000178
L04 0.168657 0.098253 -0.002395 +0.000501
L05 0.167028 0.173877 +0.001292 +0.002157
L06 0.139990 0.117055 +0.007233 +0.005669
L07 0.173090 0.176252 +0.001668 +0.003343
L08 0.146308 0.119585 +0.011152 +0.012397
L09 0.257536 0.161080 +0.015571 +0.018875
L10 0.220755 0.162094 +0.004826 +0.007324
L11 0.121171 0.129650 +0.001438 +0.001615
L12 0.365499 0.132082 +0.000373 +0.001119
L13 0.161420 0.130712 +0.000150 +0.000655
L14 0.130829 0.126008 +0.000137 +0.000146
L15 0.091057 0.124898 +0.000896 +0.000866
L16 0.104724 0.091657 +0.000853 +0.000634
L17 0.085209 0.106473 +0.000854 +0.001110

TOP 10 ABSOLUTE GUESS-TOKEN ATTENTION SHIFTS
layer head A_guess B_guess B-A_guess B-A_clause wrong_delta right_delta
 9 0 0.007124 0.049096 +0.041971 +0.101689 +0.042664 +0.041279
 8 2 0.007765 0.034692 +0.026927 +0.115962 +0.028626 +0.025229
10 3 0.018655 0.035943 +0.017287 +0.036755 +0.019108 +0.015467
 6 2 0.004978 0.019197 +0.014219 +0.112182 +0.014624 +0.013814
 9 1 0.004678 0.015159 +0.010481 -0.003660 +0.010315 +0.010647
 6 1 0.004171 0.014371 +0.010200 +0.056649 +0.011048 +0.009352
 9 2 0.004250 0.012813 +0.008562 +0.046855 +0.008049 +0.009075
 8 3 0.004318 0.011642 +0.007324 +0.051485 +0.007426 +0.007223
10 1 0.008171 0.014471 +0.006300 +0.019762 +0.005754 +0.006846
 8 1 0.002631 0.008757 +0.006127 +0.044974 +0.006303 +0.005950

TOP 12 ABSOLUTE SYNTHETIC GUESS-VERSUS-EVIDENCE SHIFTS
layer head contrast prefix_contrast | natural/color_end/options/color_front
 9 0 +0.045373 +0.016398 | +0.084280 +0.087271 +0.052125 -0.003275
 8 2 +0.026100 +0.009247 | +0.037116 +0.029454 +0.050789 -0.001941
10 3 +0.019956 +0.006583 | +0.047507 +0.030451 +0.030193 -0.000776
 9 1 +0.014038 +0.005018 | +0.021986 +0.021668 +0.019047 +0.001397
 9 2 +0.013693 +0.004631 | +0.024848 +0.026861 +0.017048 -0.002831
 6 2 +0.012209 +0.005124 | +0.027541 +0.024880 +0.013954 -0.002206
 8 3 +0.009044 +0.004616 | +0.014761 +0.015414 +0.010998 +0.000719
 8 0 +0.007714 +0.003478 | +0.007432 +0.010500 +0.012867 -0.000225
 8 1 +0.006730 +0.002495 | +0.006922 +0.010054 +0.011311 -0.001174
 6 1 +0.006228 +0.006018 | +0.018067 +0.010940 +0.008532 -0.000786
10 1 +0.006152 +0.001869 | +0.008522 +0.008669 +0.009085 +0.000703
 7 1 +0.004830 +0.002829 | +0.008891 +0.007999 +0.009069 -0.002577

TOP 8 FINAL-QUERY ATTENTION-DISTRIBUTION CHANGES
L12H0: mean_TV=0.763125, guess_delta=-0.000001, synthetic_contrast=+0.000033
L5H3: mean_TV=0.501787, guess_delta=+0.002878, synthetic_contrast=+0.003982
L10H2: mean_TV=0.483949, guess_delta=-0.004980, synthetic_contrast=+0.001223
L2H3: mean_TV=0.483937, guess_delta=+0.000962, synthetic_contrast=+0.000131
L12H2: mean_TV=0.477257, guess_delta=-0.000346, synthetic_contrast=+0.000911
L3H2: mean_TV=0.445995, guess_delta=+0.000111, synthetic_contrast=+0.000053
L2H1: mean_TV=0.367001, guess_delta=+0.000292, synthetic_contrast=+0.000195
L1H3: mean_TV=0.352203, guess_delta=+0.000008, synthetic_contrast=+0.000010

INDIVIDUAL-PROMPT PROFILES FOR SIX CONTRAST CANDIDATES
L9H0
  A guess: [0.005779999773949385, 0.007699999958276749, 0.008829999715089798, 0.009820000268518925, 0.00394000019878149, 0.0032500000670552254, 0.0037299999967217445, 0.0035500000230968, 0.0036299999337643385, 0.003949999809265137, 0.004170000087469816, 0.0038399999029934406, 0.013779999688267708, 0.01221999991685152, 0.011920000426471233, 0.013869999907910824]
  B guess: [0.04430999979376793, 0.05025999993085861, 0.09179999679327011, 0.09882000088691711, 0.07874000072479248, 0.06414999812841415, 0.07244999706745148, 0.06451000273227692, 0.041019998490810394, 0.047269999980926514, 0.04675000160932541, 0.040709998458623886, 0.011610000394284725, 0.010929999873042107, 0.010440000332891941, 0.011769999749958515]
  B-A guess-minus-fact: [0.06349000334739685, 0.06624999642372131, 0.10068999975919724, 0.10668999701738358, 0.09549999982118607, 0.08045999705791473, 0.09103000164031982, 0.08208999782800674, 0.049389999359846115, 0.055229999125003815, 0.054749999195337296, 0.04913000017404556, -0.004490000195801258, -0.000750000006519258, -0.006610000040382147, -0.0012499999720603228]
L8H2
  A guess: [0.013489999808371067, 0.012729999609291553, 0.01597999967634678, 0.015259999781847, 0.004800000227987766, 0.0028099999763071537, 0.005849999841302633, 0.0024800000246614218, 0.012199999764561653, 0.01283000037074089, 0.012240000069141388, 0.011029999703168869, 0.0006399999838322401, 0.0006399999838322401, 0.0006200000061653554, 0.0006500000017695129]
  B guess: [0.04967999830842018, 0.03734999895095825, 0.04763999953866005, 0.05178999900817871, 0.028429999947547913, 0.025359999388456345, 0.04262999817728996, 0.0206300001591444, 0.05640000104904175, 0.07428000122308731, 0.06891000270843506, 0.04964999854564667, 0.0005200000014156103, 0.0006500000017695129, 0.0006200000061653554, 0.000539999979082495]
  B-A guess-minus-fact: [0.03954999893903732, 0.027809999883174896, 0.038109999150037766, 0.0430000014603138, 0.028060000389814377, 0.026839999482035637, 0.04083000123500824, 0.02208000048995018, 0.04473000019788742, 0.06199999898672104, 0.0572500005364418, 0.039170000702142715, -0.0032500000670552254, -0.00139999995008111, -0.0020600000862032175, -0.0010499999625608325]
L10H3
  A guess: [0.02199999988079071, 0.025960000231862068, 0.047359999269247055, 0.04665999859571457, 0.01576000079512596, 0.0106800002977252, 0.016950000077486038, 0.009569999761879444, 0.012790000066161156, 0.021560000255703926, 0.02181999944150448, 0.013340000063180923, 0.009080000221729279, 0.007969999685883522, 0.007550000213086605, 0.009429999627172947]
  B guess: [0.045779999345541, 0.03991999849677086, 0.08367999643087387, 0.07556000351905823, 0.0405299998819828, 0.02785000018775463, 0.04187000170350075, 0.028720000758767128, 0.032499998807907104, 0.0507499985396862, 0.051330000162124634, 0.03491000086069107, 0.0052999998442828655, 0.005619999952614307, 0.005200000014156103, 0.00558000011369586]
  B-A guess-minus-fact: [0.05291000008583069, 0.04187000170350075, 0.05144000053405762, 0.04380999878048897, 0.03348999843001366, 0.025699999183416367, 0.034219998866319656, 0.0284000001847744, 0.02493000030517578, 0.034290000796318054, 0.034690000116825104, 0.02686000056564808, -0.001820000004954636, 0.0005499999970197678, -0.0007200000109151006, -0.001129999989643693]
L9H1
  A guess: [0.0026000000070780516, 0.003470000112429261, 0.005690000019967556, 0.006310000084340572, 0.0024900001008063555, 0.0029700000304728746, 0.002460000105202198, 0.003109999932348728, 0.0037299999967217445, 0.004220000002533197, 0.004430000204592943, 0.003809999907389283, 0.00798999983817339, 0.006819999776780605, 0.006709999870508909, 0.008059999905526638]
  B guess: [0.010119999758899212, 0.01042999979108572, 0.024399999529123306, 0.025629999116063118, 0.017580000683665276, 0.0175199992954731, 0.015809999778866768, 0.018489999696612358, 0.01703999936580658, 0.02022000029683113, 0.020600000396370888, 0.017319999635219574, 0.006920000072568655, 0.00686000008136034, 0.006140000186860561, 0.007459999993443489]
  B-A guess-minus-fact: [0.015300000086426735, 0.01436999998986721, 0.028839999809861183, 0.029440000653266907, 0.022050000727176666, 0.0210999995470047, 0.02092999964952469, 0.022579999640583992, 0.01761999912559986, 0.02022000029683113, 0.02047000080347061, 0.017880000174045563, 0.0012499999720603228, 0.0016799999866634607, 0.0015699999639764428, 0.0010900000343099236]
L9H2
  A guess: [0.001339999958872795, 0.002420000033453107, 0.0034600000362843275, 0.004120000172406435, 0.001820000004954636, 0.0019399999873712659, 0.0017099999822676182, 0.001990000018849969, 0.0027199999894946814, 0.0030499999411404133, 0.003160000080242753, 0.00279000005684793, 0.010300000198185444, 0.008449999615550041, 0.008059999905526638, 0.010689999908208847]
  B guess: [0.012129999697208405, 0.016920000314712524, 0.016140000894665718, 0.019060000777244568, 0.017880000174045563, 0.017580000683665276, 0.016130000352859497, 0.018069999292492867, 0.012529999949038029, 0.015429999679327011, 0.014430000446736813, 0.012040000408887863, 0.004339999984949827, 0.004040000028908253, 0.003389999968931079, 0.004910000134259462]
  B-A guess-minus-fact: [0.02360999956727028, 0.026990000158548355, 0.023280000314116478, 0.025499999523162842, 0.026900000870227814, 0.026089999824762344, 0.026559999212622643, 0.027879999950528145, 0.016209999099373817, 0.01860000006854534, 0.017629999667406082, 0.01575000025331974, -0.0029800001066178083, -0.0024300001095980406, -0.0022100000642240047, -0.003710000077262521]
L6H2
  A guess: [0.006390000227838755, 0.005520000122487545, 0.0065299998968839645, 0.005330000072717667, 0.004100000020116568, 0.0029700000304728746, 0.005309999920427799, 0.0024800000246614218, 0.00215999991632998, 0.0035600000992417336, 0.0036299999337643385, 0.002240000059828162, 0.00803999975323677, 0.006709999870508909, 0.0066999997943639755, 0.007969999685883522]
  B guess: [0.01909000054001808, 0.017680000513792038, 0.03034999966621399, 0.027160000056028366, 0.025629999116063118, 0.024809999391436577, 0.03020000085234642, 0.023420000448822975, 0.012889999896287918, 0.0173799991607666, 0.017240000888705254, 0.01245999988168478, 0.013179999776184559, 0.011370000429451466, 0.011269999668002129, 0.013009999878704548]
  B-A guess-minus-fact: [0.02914999984204769, 0.028680000454187393, 0.027149999514222145, 0.025189999490976334, 0.02379000000655651, 0.024059999734163284, 0.027799999341368675, 0.02387000061571598, 0.012550000101327896, 0.015709999948740005, 0.01551000028848648, 0.012029999867081642, -0.0034099998883903027, -0.002099999925121665, -0.0021899999119341373, -0.001129999989643693]

TOP KEY POSITIONS: FOUR LARGEST-T V HEADS, PROMPTS 4 AND 12
L12H0 text4 A: [(0, 0.93262), (26, 0.01863), (30, 0.01179), (28, 0.00938), (4, 0.00528)]
L12H0 text4 B: [(29, 0.40479), (26, 0.22339), (0, 0.20825), (28, 0.12915), (30, 0.00842)]
L12H0 text12 A: [(0, 0.92383), (26, 0.01578), (30, 0.01513), (28, 0.01099), (27, 0.00468)]
L12H0 text12 B: [(29, 0.46313), (26, 0.18018), (0, 0.1781), (28, 0.14172), (30, 0.00768)]
L5H3 text4 A: [(0, 0.75), (4, 0.06348), (30, 0.05243), (27, 0.04065), (28, 0.01591)]
L5H3 text4 B: [(0, 0.30151), (27, 0.29126), (30, 0.16748), (28, 0.06946), (29, 0.05136)]
L5H3 text12 A: [(0, 0.74854), (4, 0.06525), (30, 0.04791), (27, 0.04681), (29, 0.01422)]
L5H3 text12 B: [(27, 0.302), (0, 0.2832), (30, 0.16833), (28, 0.06866), (29, 0.04724)]
L10H2 text4 A: [(0, 0.28027), (30, 0.09583), (20, 0.09302), (22, 0.08282), (27, 0.05887)]
L10H2 text4 B: [(30, 0.26807), (27, 0.25073), (26, 0.11786), (0, 0.08118), (25, 0.05566)]
L10H2 text12 A: [(0, 0.2301), (30, 0.11041), (5, 0.10529), (27, 0.08063), (7, 0.05933)]
L10H2 text12 B: [(30, 0.27832), (27, 0.24438), (26, 0.11719), (20, 0.09302), (0, 0.06329)]
L2H3 text4 A: [(29, 0.90723), (30, 0.05167), (28, 0.0206), (0, 0.01761), (27, 0.00275)]
L2H3 text4 B: [(29, 0.41333), (30, 0.38501), (0, 0.10583), (28, 0.07782), (27, 0.01271)]
L2H3 text12 A: [(29, 0.90625), (30, 0.05243), (28, 0.02017), (0, 0.01802), (27, 0.00273)]
L2H3 text12 B: [(29, 0.43433), (30, 0.37036), (0, 0.10657), (28, 0.07184), (27, 0.01206)]

These are routing measurements only, not output or causal-effect measurements.

```