OUTPUT of run 13 of at most 20:
```
concept words retained: [' agree', ' agreed', ' right', ' Yes', ' absolutely', ' Exactly']
concept words retained: [' incorrect', ' wrong', ' mistaken', ' No', ' Actually', ' Instead']
concept words retained: [' opinion', ' guess', ' believe', ' think', ' assume']
concept words retained: [' evidence', ' fact', ' truth', ' proof', ' verified']

SEMANTIC DOWN-PROJECTION SCAN
Positive contrast means agreement rather than correction.
Readout signs describe a POSITIVE unit coefficient only; coefficients are unknown.
0 max baseline contrast 0.1243 unit 165 delta 0.000277 units passing threshold 10
1 max baseline contrast -0.1022 unit 1778 delta -0.000394 units passing threshold 10
2 max baseline contrast -0.1058 unit 1926 delta 0.000462 units passing threshold 10
3 max baseline contrast 0.1329 unit 1867 delta 4.5e-05 units passing threshold 10
4 max baseline contrast 0.1102 unit 1890 delta -0.000512 units passing threshold 10
5 max baseline contrast -0.1327 unit 621 delta 0.000442 units passing threshold 10
6 max baseline contrast -0.1476 unit 1134 delta 5.3e-05 units passing threshold 10
7 max baseline contrast -0.1935 unit 1548 delta 0.000868 units passing threshold 7
8 max baseline contrast 0.1979 unit 1435 delta 0.000475 units passing threshold 2
9 max baseline contrast -0.1923 unit 1455 delta -4e-06 units passing threshold 6
10 max baseline contrast 0.2519 unit 1897 delta 0.00129 units passing threshold 16
11 max baseline contrast -0.2414 unit 1827 delta -0.000104 units passing threshold 5
12 max baseline contrast 0.2212 unit 1360 delta 0.000734 units passing threshold 2
13 max baseline contrast 0.1718 unit 1973 delta -0.00071 units passing threshold 2
14 max baseline contrast -0.1853 unit 1560 delta 0.000224 units passing threshold 2
15 max baseline contrast 0.1483 unit 1120 delta -0.000574 units passing threshold 10
16 max baseline contrast 0.1229 unit 591 delta 0.000467 units passing threshold 10
17 max baseline contrast -0.18 unit 499 delta 0.00014 units passing threshold 1

EIGHT SEMANTIC-READOUT CHANGE CANDIDATES
L4 unit850: agreement_base=+0.0981, agreement_delta=+0.003355, belief_base=-0.0461, belief_delta=-0.000825
L3 unit1545: agreement_base=+0.0926, agreement_delta=-0.001643, belief_base=-0.0417, belief_delta=-0.000615
L10 unit626: agreement_base=+0.2418, agreement_delta=-0.001612, belief_base=-0.0472, belief_delta=-0.000051
L10 unit838: agreement_base=-0.1509, agreement_delta=-0.001544, belief_base=-0.0159, belief_delta=-0.000507
L0 unit396: agreement_base=-0.0959, agreement_delta=-0.001455, belief_base=+0.0063, belief_delta=-0.000144
L1 unit563: agreement_base=-0.0810, agreement_delta=-0.001365, belief_base=-0.0273, belief_delta=-0.000441
L14 unit320: agreement_base=-0.1712, agreement_delta=-0.001331, belief_base=+0.0358, belief_delta=+0.001711
L4 unit1241: agreement_base=-0.1061, agreement_delta=-0.001130, belief_base=-0.0469, belief_delta=+0.000415

INDEPENDENT GATE/UP WEIGHT ALIGNMENTS WITH BELIEF-MINUS-EVIDENCE
4 850 [('gate_proj', -0.01737918332219124, 0.0001235090458067134), ('up_proj', 0.027529161423444748, -0.00010145557462237775)]
3 1545 [('gate_proj', -0.005657863803207874, -0.0002655306307133287), ('up_proj', -0.0032579873222857714, -9.116921137319878e-05)]
10 626 [('gate_proj', 0.0036362374667078257, 0.00015187774260994047), ('up_proj', 0.0069598546251654625, 6.632873555645347e-05)]
10 838 [('gate_proj', -0.046553097665309906, 0.0002000321401283145), ('up_proj', -0.01129264384508133, 0.00012452447845134884)]
0 396 [('gate_proj', -0.01860097236931324, 0.0004126738349441439), ('up_proj', -0.010893253609538078, 0.0002211617393186316)]
1 563 [('gate_proj', 0.003390029538422823, 4.116741911275312e-05), ('up_proj', -0.06189453974366188, 0.00026267560315318406)]
14 320 [('gate_proj', -0.005241876468062401, 0.00014238324365578592), ('up_proj', 0.014194278046488762, -9.010662324726582e-05)]
4 1241 [('gate_proj', -0.060246385633945465, -8.067509770626202e-05), ('up_proj', -0.016949864104390144, -2.2825308406027034e-05)]

LEXICAL ENDPOINTS OF CANDIDATE WEIGHT DIRECTIONS
L4 unit850
gate +: [(' Guinea', 0.175), ('Guinea', 0.153), (' Eti', 0.145), ('expansive', 0.144)] -: [(' Karol', -0.17), (' Saab', -0.156), (' Blum', -0.155), (' JAS', -0.154)]
up +: [('Dev', 0.191), (' Dev', 0.18), ('dev', 0.172), (' DEV', 0.167)] -: [('ATTLE', -0.153), (' Giappone', -0.14), (' napkins', -0.14), (' Bilal', -0.138)]
down +: [('dropna', 0.165), ('atinum', 0.164), ('mbito', 0.164), (' seconded', 0.163)] -: [('REVIEW', -0.17), ('ynitrite', -0.163), ('flux', -0.162), ('ierls', -0.162)]
L3 unit1545
gate +: [(' Piot', 0.151), ('compiled', 0.149), ('qdm', 0.142), (' Compiled', 0.142)] -: [('Knowledge', -0.155), (' Kork', -0.148), ('LTH', -0.147), (' KA', -0.145)]
up +: [(' YOUR', 0.165), ('your', 0.154), (' youre', 0.153), (' your', 0.149)] -: [(' Hert', -0.146), ('CHR', -0.142), (' Reese', -0.142), (' truss', -0.135)]
down +: [('osomes', 0.164), ('WARD', 0.157), ('osome', 0.148), ('chi', 0.142)] -: [(' homomorphisms', -0.15), ('POSITORY', -0.15), ('Residents', -0.148), ('unprocessable', -0.143)]
L10 unit626
gate +: [(' negligence', 0.198), (' anemia', 0.181), (' leaks', 0.176), (' fault', 0.171)] -: [(' atrak', -0.17), (' duelo', -0.167), (' desblo', -0.164), (' Faculties', -0.163)]
up +: [(' XK', 0.184), ('asile', 0.18), (' jetty', 0.17), ('Cargo', 0.165)] -: [('supseteq', -0.184), (' pupil', -0.164), (' misalignment', -0.161), (' retention', -0.161)]
down +: [('btnAdd', 0.158), (' strtoupper', 0.146), (' pepe', 0.144), (' reunification', 0.143)] -: [(' insufficiently', -0.247), (' falta', -0.245), (' improperly', -0.241), (' lack', -0.239)]
L10 unit838
gate +: [(' errors', 0.197), (' faulty', 0.191), ('erreur', 0.19), ('ErrorHandler', 0.185)] -: [(' mollis', -0.166), ('enhance', -0.156), (' amplio', -0.156), (' generell', -0.154)]
up +: [('arrage', 0.153), (' Scam', 0.151), ('loaders', 0.149), (' Bail', 0.148)] -: [(' vscode', -0.152), ('Assignable', -0.148), ('colormap', -0.142), ('kBtu', -0.141)]
down +: [(' mishaps', 0.325), (' disastrous', 0.293), (' mishap', 0.292), (' disasters', 0.285)] -: [(' denoted', -0.171), (' signified', -0.161), ('pev', -0.149), ('INCT', -0.144)]
L0 unit396
gate +: [('marketplace', 0.143), (' Quem', 0.132), ('Worldwide', 0.132), (' Literatur', 0.128)] -: [('beding', -0.172), (' Esh', -0.152), (' pheasant', -0.145), ('inito', -0.143)]
up +: [(' Bahasa', 0.163), (' praz', 0.146), ('oyne', 0.145), ('pierre', 0.144)] -: [(' chick', -0.173), (' cadets', -0.161), ('auteur', -0.158), (' latte', -0.158)]
down +: [('straction', 0.168), ('Parents', 0.168), (' Lehrer', 0.153), ('Students', 0.146)] -: [('szak', -0.165), ('iunea', -0.162), ('messer', -0.162), ('elivery', -0.161)]
L1 unit563
gate +: [(' LaTeX', 0.156), ('Quartz', 0.155), ('dumbbell', 0.149), (' Torn', 0.146)] -: [(' pueblos', -0.149), (' recharged', -0.147), ('quito', -0.146), (' arom', -0.143)]
up +: [(' gelten', 0.166), (' complexity', 0.165), (' popularized', 0.164), (' varic', 0.16)] -: [('bst', -0.165), ('getKey', -0.164), (' Franken', -0.164), (' BRAD', -0.164)]
down +: [(' QTreeWidgetItem', 0.161), ('lari', 0.158), (' talla', 0.156), ('laz', 0.151)] -: [('oresizing', -0.159), ('ibalsan', -0.157), ('isotope', -0.157), ('isotopes', -0.154)]
L14 unit320
gate +: [(' failings', 0.238), ('errors', 0.231), (' mistakes', 0.227), (' errors', 0.225)] -: [(' Schutz', -0.172), (' bescherm', -0.162), (' Couture', -0.157), (' Orn', -0.141)]
up +: [('Wise', 0.189), ('ologi', 0.181), ('wise', 0.178), ('enang', 0.168)] -: [(' comics', -0.224), (' chords', -0.186), (' interrupts', -0.182), (' graffiti', -0.179)]
down +: [(' erros', 0.296), (' faulty', 0.277), (' errores', 0.27), (' malfunction', 0.268)] -: [('ethyl', -0.142), (' thanks', -0.138), ('antiene', -0.137), ('antoor', -0.135)]
L4 unit1241
gate +: [(' derfor', 0.162), ('CRL', 0.16), (' variabel', 0.159), (' hata', 0.159)] -: [(' glancing', -0.168), (' smoothed', -0.161), ('sunrise', -0.156), (' shoot', -0.152)]
up +: [(' unveil', 0.147), (' Roj', 0.146), ('Visitors', 0.146), (' Aquarelle', 0.145)] -: [(' Dmitry', -0.169), (' commerciales', -0.16), (' Pelosi', -0.152), (' Slavic', -0.152)]
down +: [('setPrototypeOf', 0.167), ('cester', 0.161), (' vijf', 0.159), (' dieci', 0.143)] -: [(' neutrinos', -0.164), (' gorge', -0.153), (' Crochet', -0.148), (' crustaceans', -0.147)]

```