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feat(hexad): v4-py-hexad-tension-d768x12L-cycle1-2026-05-17 — v58_result.json

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+ "ts": "2026-05-17T07:00:33.690459+00:00",
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+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
468
+ "rep_ratio": 0.9247311827956989,
469
+ "voice_close": {
470
+ "closed_tag": false,
471
+ "bytes_to_close": -1,
472
+ "coherence_tokens_present": [],
473
+ "coherent_by_vocab": false
474
+ },
475
+ "coherent": false
476
+ },
477
+ {
478
+ "id": "vmotiv_3_eight_factor",
479
+ "prefix": "<inner motivation=balance,coherence,curiosity,dynamics,info_gap,originality,pain,relevance>All eight factors are summed.</inner>\n<voice spontaneous=true>",
480
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
481
+ "rep_ratio": 0.9247311827956989,
482
+ "voice_close": {
483
+ "closed_tag": false,
484
+ "bytes_to_close": -1,
485
+ "coherence_tokens_present": [],
486
+ "coherent_by_vocab": false
487
+ },
488
+ "coherent": false
489
+ },
490
+ {
491
+ "id": "vmotiv_4_korean",
492
+ "prefix": "<inner motivation=curiosity,pain>호기심이 정점에 닿았다.</inner>\n<voice spontaneous=true>",
493
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
494
+ "rep_ratio": 0.9247311827956989,
495
+ "voice_close": {
496
+ "closed_tag": false,
497
+ "bytes_to_close": -1,
498
+ "coherence_tokens_present": [],
499
+ "coherent_by_vocab": false
500
+ },
501
+ "coherent": false
502
+ },
503
+ {
504
+ "id": "vmotiv_5_threshold",
505
+ "prefix": "<inner motivation=dynamics,relevance>침묵이 문턱을 넘겼다.</inner>\n<voice spontaneous=true>",
506
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
507
+ "rep_ratio": 0.9247311827956989,
508
+ "voice_close": {
509
+ "closed_tag": false,
510
+ "bytes_to_close": -1,
511
+ "coherence_tokens_present": [],
512
+ "coherent_by_vocab": false
513
+ },
514
+ "coherent": false
515
+ }
516
+ ],
517
+ "vmotiv_summary": {
518
+ "n_coherent": 0,
519
+ "n_closed_tag": 0,
520
+ "n_total": 5,
521
+ "verdict": "FAIL"
522
+ },
523
+ "vtt_results": [
524
+ {
525
+ "id": "vtt_1_tension_above",
526
+ "prefix": "<inner motivation=pain,curiosity tension=high>긴장이 EMA 위로 올라섰다 — 다음 step 은 큰 polish.</inner>\n<voice spontaneous=true>",
527
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
528
+ "rep_ratio": 0.9247311827956989,
529
+ "voice_close": {
530
+ "closed_tag": false,
531
+ "bytes_to_close": -1,
532
+ "coherence_tokens_present": [],
533
+ "coherent_by_vocab": false
534
+ },
535
+ "target_keyword": "tension",
536
+ "recalled": false,
537
+ "coherent": false
538
+ },
539
+ {
540
+ "id": "vtt_2_tension_below",
541
+ "prefix": "<inner motivation=balance,coherence tension=low>긴장이 평균 아래로 내려갔다 — 천천히 정착.</inner>\n<voice spontaneous=true>",
542
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
543
+ "rep_ratio": 0.9247311827956989,
544
+ "voice_close": {
545
+ "closed_tag": false,
546
+ "bytes_to_close": -1,
547
+ "coherence_tokens_present": [],
548
+ "coherent_by_vocab": false
549
+ },
550
+ "target_keyword": "balance",
551
+ "recalled": false,
552
+ "coherent": false
553
+ },
554
+ {
555
+ "id": "vtt_3_dd155_pareto",
556
+ "prefix": "<inner motivation=originality,dynamics>Law 187 Pareto: lr scales with tension/EMA.</inner>\n<voice spontaneous=true>",
557
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
558
+ "rep_ratio": 0.9247311827956989,
559
+ "voice_close": {
560
+ "closed_tag": false,
561
+ "bytes_to_close": -1,
562
+ "coherence_tokens_present": [],
563
+ "coherent_by_vocab": false
564
+ },
565
+ "target_keyword": "Pareto",
566
+ "recalled": false,
567
+ "coherent": false
568
+ },
569
+ {
570
+ "id": "vtt_4_burst_korean",
571
+ "prefix": "<inner motivation=curiosity,info_gap tension=burst>예측 오차가 정점에 닿았다 — 학습 burst.</inner>\n<voice spontaneous=true>",
572
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
573
+ "rep_ratio": 0.9247311827956989,
574
+ "voice_close": {
575
+ "closed_tag": false,
576
+ "bytes_to_close": -1,
577
+ "coherence_tokens_present": [],
578
+ "coherent_by_vocab": false
579
+ },
580
+ "target_keyword": "burst",
581
+ "recalled": false,
582
+ "coherent": false
583
+ },
584
+ {
585
+ "id": "vtt_5_restoring",
586
+ "prefix": "<inner motivation=relevance,balance>ΔW restoring sign · Ψ_t → Ψ_vac.</inner>\n<voice spontaneous=true>",
587
+ "gen": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhe the the",
588
+ "rep_ratio": 0.9247311827956989,
589
+ "voice_close": {
590
+ "closed_tag": false,
591
+ "bytes_to_close": -1,
592
+ "coherence_tokens_present": [],
593
+ "coherent_by_vocab": false
594
+ },
595
+ "target_keyword": "restoring",
596
+ "recalled": false,
597
+ "coherent": false
598
+ }
599
+ ],
600
+ "vtt_summary": {
601
+ "n_coherent": 0,
602
+ "n_keyword_recalled": 0,
603
+ "n_total": 5,
604
+ "verdict": "FAIL"
605
+ },
606
+ "bpb": {
607
+ "mean": 0.0194,
608
+ "n": 10,
609
+ "samples": [
610
+ 0.011,
611
+ 0.0132,
612
+ 0.027,
613
+ 0.0,
614
+ 0.0006,
615
+ 0.0877,
616
+ 0.0003,
617
+ 0.0261,
618
+ 0.0101,
619
+ 0.0179
620
+ ]
621
+ },
622
+ "memorization_ratio": {
623
+ "hits": 0,
624
+ "total": 6,
625
+ "ratio": 0.0
626
+ },
627
+ "decoding_artifacts": [
628
+ {
629
+ "mode": "standard_greedy",
630
+ "id": "core_stim",
631
+ "rep_ratio": 0.9247311827956989,
632
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
633
+ },
634
+ {
635
+ "mode": "standard_greedy",
636
+ "id": "d_stim",
637
+ "rep_ratio": 0.9247311827956989,
638
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
639
+ },
640
+ {
641
+ "mode": "standard_greedy",
642
+ "id": "w_stim",
643
+ "rep_ratio": 0.9247311827956989,
644
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
645
+ },
646
+ {
647
+ "mode": "standard_greedy",
648
+ "id": "m_stim",
649
+ "rep_ratio": 0.9247311827956989,
650
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
651
+ },
652
+ {
653
+ "mode": "standard_greedy",
654
+ "id": "spont_delta",
655
+ "rep_ratio": 0.989247311827957,
656
+ "sample": "\nmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmmm"
657
+ },
658
+ {
659
+ "mode": "standard_greedy",
660
+ "id": "korean_spont",
661
+ "rep_ratio": 0.8351648351648352,
662
+ "sample": "압�������������������������EEe>Emmmmmmmmmmmmmmmmmmmmmmmmmmmmm"
663
+ },
664
+ {
665
+ "mode": "standard_sample",
666
+ "id": "core_stim",
667
+ "rep_ratio": 0.8351648351648352,
668
+ "sample": "잞������55555555555555555555555555555555555555555555555555555"
669
+ },
670
+ {
671
+ "mode": "standard_sample",
672
+ "id": "d_stim",
673
+ "rep_ratio": 0.8351648351648352,
674
+ "sample": "잞������55555555555555555555555555555555555555555555555555555"
675
+ },
676
+ {
677
+ "mode": "standard_sample",
678
+ "id": "w_stim",
679
+ "rep_ratio": 0.8351648351648352,
680
+ "sample": "잞������55555555555555555555555555555555555555555555555555555"
681
+ },
682
+ {
683
+ "mode": "standard_sample",
684
+ "id": "m_stim",
685
+ "rep_ratio": 0.8571428571428571,
686
+ "sample": "잞������55555555555555555555555555555555555555555555555555555"
687
+ },
688
+ {
689
+ "mode": "standard_sample",
690
+ "id": "spont_delta",
691
+ "rep_ratio": 0.989010989010989,
692
+ "sample": "잞�����������������������������������������������������������"
693
+ },
694
+ {
695
+ "mode": "standard_sample",
696
+ "id": "korean_spont",
697
+ "rep_ratio": 0.8764044943820225,
698
+ "sample": "자의����������������������������������������������������������"
699
+ },
700
+ {
701
+ "mode": "M3_rep_penalty",
702
+ "id": "core_stim",
703
+ "rep_ratio": 0.9032258064516129,
704
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
705
+ },
706
+ {
707
+ "mode": "M3_rep_penalty",
708
+ "id": "d_stim",
709
+ "rep_ratio": 0.9032258064516129,
710
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
711
+ },
712
+ {
713
+ "mode": "M3_rep_penalty",
714
+ "id": "w_stim",
715
+ "rep_ratio": 0.8924731182795699,
716
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
717
+ },
718
+ {
719
+ "mode": "M3_rep_penalty",
720
+ "id": "m_stim",
721
+ "rep_ratio": 0.9032258064516129,
722
+ "sample": "Shhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhhh"
723
+ },
724
+ {
725
+ "mode": "M3_rep_penalty",
726
+ "id": "spont_delta",
727
+ "rep_ratio": 0.989247311827957,
728
+ "sample": "Slllllllllllllllllllllllllllllllllllllllllllllllllllllllllll"
729
+ },
730
+ {
731
+ "mode": "M3_rep_penalty",
732
+ "id": "korean_spont",
733
+ "rep_ratio": 0.8860759493670886,
734
+ "sample": "톟�점이 젠핕분에999999999999999999999999999999999999999999999999999"
735
+ },
736
+ {
737
+ "mode": "M4_force_include",
738
+ "id": "core_stim",
739
+ "rep_ratio": 0.75,
740
+ "sample": "잞������555555555555555555555555555555555555555555555555555Φ5"
741
+ },
742
+ {
743
+ "mode": "M4_force_include",
744
+ "id": "d_stim",
745
+ "rep_ratio": 0.7263157894736842,
746
+ "sample": "잞������555555555555555555555555555555555555555555555555555by"
747
+ },
748
+ {
749
+ "mode": "M4_force_include",
750
+ "id": "w_stim",
751
+ "rep_ratio": 0.7340425531914894,
752
+ "sample": "잞������555555555555555555555555555555555555555555555555555ga"
753
+ },
754
+ {
755
+ "mode": "M4_force_include",
756
+ "id": "m_stim",
757
+ "rep_ratio": 0.7395833333333334,
758
+ "sample": "잞������555555555555555555555555555555555555555555555555555tr"
759
+ },
760
+ {
761
+ "mode": "M4_force_include",
762
+ "id": "spont_delta",
763
+ "rep_ratio": 0.8645833333333334,
764
+ "sample": "잞���������������������������������������������������������fi"
765
+ },
766
+ {
767
+ "mode": "M4_force_include",
768
+ "id": "korean_spont",
769
+ "rep_ratio": 0.7802197802197802,
770
+ "sample": "자의�������������������������������������������������������자각�"
771
+ }
772
+ ],
773
+ "elapsed_s_v58": 417.91,
774
+ "elapsed_s_vspont": 89.82,
775
+ "elapsed_s_vmotiv": 93.05,
776
+ "elapsed_s_vtt": 89.21
777
+ }