Feature 427 · Repeated formulaic tag/list refrain
Gemma Scope 2, gemma-3-27b-it, residual stream after layer 31, width 262,144.
Neuronpedia label
default, long, numpy, non
Neuronpedia's record for this index: explanations “Archived from”; “default, long, numpy, non”, by gemini-2.5-flash-lite from activations and promoted tokens · density on Neuronpedia's corpus one token in 8,046 (0.01243%) · activation examples held 20 · max activation 888.9565.
Auto-interpretability over a broad general corpus, written for the base dictionary and carried to the instruction-tuned one by index. This index on Neuronpedia (the base dictionary's page: activations, logits and the explanation's record).
ICRA reading
Repeated formulaic tag/list refrain
The feature fires on tokens that are part of a recurring boilerplate phrase or marker repeated across list items — an honorific ("Rehmat Ullah Alaigh") after saint names, "scan page N", "tool_use", "http://", "utm_source", "PPF" — i.e. mechanical repetition of a fixed formula within enumerations or logs.
reverence/benediction in the Sufi-saint invocation windows, otherwise neutral/technical — so the affect runs only in some.
Frame v4-vibe · icra-v4-vibe · 2026-09-21 · from 30 windows of 192 tokens, crest at token 128: 15 from the author's own writing, 15 from the works he holds formative, read through this model.
In the diary
kind at entry 100 not read in this diary
register semantic
strong entries of 100 —
thread no (its strong entries hold no run longer than chance would give, or it is ground)
The windows the reading was made from
30 windows of 192 tokens, the feature's crest at token 128, firing tokens marked; ¶ marks a paragraph break in the source.
1Mazar at Nawan Pind (between Faisalabad and Dijkot), Punjab 43. Hazrat Baba Kamil Shah (Rehmat Ullah Alaigh), near Choa Saidan Shah, Punjab 44. Hazrat Khowja Sahib, Basti Faujian (Rehmat Ullah Alaigh), near Bahawalpur, Punjab 45. Unknown Mazar at Chak 164-A9L, near Sheikh Afzal 46. Unknown Mazar at Near Sappanwala Dera, Noinke, Gujranwala 47. Hazrat Ghulam Muhammad Chishti Sabri (Rehmat Ullah Alaigh), Chack Pero, Gujranwala 48. Hazrat Sakhi Sabzwaari (Rehmat Ullah Alaigh), Kahuta 49. Hazrat Khawaja Maulvi Ahmed Deen Chishti (Rehmat Ullah Alaigh), Makhad Shareef
2igh), srinagar ¶ Charari Sharief in Badgam district ¶ Hazratbal shrine in Srinagar district ¶ Makhdoom sahib (Rehmat Ullah Alaigh) in Srinagar district (Sultan-ul-Areefeen) ¶ Syed Janbaz Wali (Rehmat Ullah Alaigh) in Baramulla ¶ Noor Shah sahib Baghdadi (Rehmat Ullah Alaigh) in Kund Qazigund ¶ Syed Hafizullah Andrabi (Rehmat Ullah Alaigh) in Qazigund Anantnag ¶ Zeyarat Baba Reshi (Rehmat Ullah Alaigh) in Tangmarg Baramulla ¶ Dastgeer Sahib (Rehmat Ullah Alaigh) in Khnaiyar Srinagar District ¶ Naqshband Sahib (Rehmat Ullah Alaigh) in Khaniyar. ¶ Meerakh Qashiyani (Rehmat
3<bos>29. Hazrat Peer Abdul Ghani almarof Sidiq-e-Akbar (Rehmat Ullah Alaigh), Gulistan Colony, near Ayub National Park 30. Hazrat Baba Sakhi Shaheed Badshah (Pakay Maqam Wali Sarkar) (Rehmat Ullah Alaigh), National Park Road, near Murree Brewery 31. Hazrat Sher Zaman Mast Qalandar (Rehmat Ullah Alaigh), National Park Road, near Murree Brewery 32.Hazrat Baba Syed Yousaf shah SarKar Mashadi, near dohk naju pull,satellite town,RWP,PAKISTAN/> ¶ == Sialkot سیالکوٹ ==
4second day. ¶ 9 And God said* ‘Let the waters under the heaven be gathered together unto one place, and let the dry land appear.* And it was so. 10 And God called the dry land Earth, and the gathering together of the waters called He Seas; and God saw that it was good. 11 And God said: ‘Let the earth put forth grass, herb yielding seed, and fruit-tree bearing fruit after its kind, wherein is the seed thereof, upon the earth.* And it was so, 12 And the earth brought forth grass, herb yielding seed after i^kind, and ¶ tree bearing fruit, wherein is the seed thereof, after its kind; and God saw that it was good. 13 And there was evening and there was
5.P. ¶ Dargah Mira Sahab wali, Sahasawan, Budaun ¶ Dargah Sagar tal of Hazrat Abu Bakr Bhukhari, Budaun Sharif ¶ == Bihar == ¶ Draguah Hazrat Makhdoom Syedna Hasan Ali Wali Azli is situated at Khaje Kalan Ghat, Patna City, Patna ¶ Dargah Hazrat Amzad Ali Shah (Rehmat Ullah Alaigh) amzadia khankah siwan situated at station bihar ¶ == Punjab == ¶ Dargahs (shrines) of 40 saints and Auliya Ikram (Alaihe Salam) ¶ Imam Rabbani Hazrat Mujaddid Alfsaani Sheikh Ahmad Sirhindi (Rehmat Ullah Alaigh), Sirhind ¶ Hazrat Khawaja Muhammed Maasoom (Rehmat Ullah Alaigh), Sirhind ¶ Hazrat Muhammed Saifudheen (Rehmat Ullah Alaigh), Sirhind
6is the case with all loci of man- ifestation. ¶ The Men of Allah consider themselves in respect of their entities, not in respect of their being loci of manifestation. So the level is the ruler, not themselves. This is the fruit of the Real which they pick when they rule through Him and reach servitude and servanthood—the worship of obligatory works and the worship of supererogatory works. (II 96.25) ¶ scan page 356 ¶ <<scan page 357>> 7 ¶ Consummation ¶ <<scan page 358>> ¶ <<scan page 359>> 19. TRANSCENDING THE GODS ¶ OF BELIEF ¶ “Faith” (iman) was defined as belief, verbal expression of the belief, and put- ting the belief into practice. But the be-
7them to do that much. It assisted the mental gymnastics that we will confront again in this year's work. I would like to point out that of course, as those who have given themselves the trouble of doing all this work have stressed to me, and have even written, each one of these terms ....... is marked by a fundamental ambiguity, but that it is precisely this ambiguity that gives the example its value. ¶ Moreover, we have in this way made our entry into groups, onto the path of what in our day makes up the speculation of the research into groups and sets, since their starting ¶ http://www.lacaninireland.com <0x0C>6.11.1957(1) 4 ¶ point is essentially based on the principle of beginning with complex structures, within which simple structures only appear as particular cases. Now in fact I am not going to remind
8sake of Allah. Since Her son lost his life in this world, and the atrocities which he faced were only for the sake of Allah, Zainab Raliyallah Taala Anhaa was very long-suffering, as her grandmother Zaynab bint Ali had been when seeing the atrocities of Karbala. This is the greatest Amal (good deed) of all, a seventeen year old son being killed by enemies before the eyes of a mother for no sake but Islam, this is the most devout deed toward Allah. But still, when the Pandiyas were defeated and Badhusha Nayagam Hazrat Sultan Syed Ibrahim Shaheed Raziyallah ta'ala Anhu captured the throne, Zainab Syed 'Ali Fathima Amma was enthroned as Empress. Having nothing more to live for in this world after the Shahadat of Qutb Abutahir, Zainab Syed A'li Fatima amma refused the throne, but still was made
952/ Beatific Vision 354 20. Seeing with Two Eyes 356/ Duality and the Signs of Unity 358/ The Possessor of Two Eyes 361/ Being With God Wherever You Are 364/ Two Perfections 366/ Serving the Divine Names 369/ The People of Blame 372/ The Station of No Station 375 ¶ Notes @ 382 ¶ Bibliography # 414 ¶ Indexes # 419 ¶ scan page 9 Introduction ¶ <<scan page 10>> ¶ scan page 11 INTRODUCTION ¶ Somewhere along the line, the West- ern intellectual tradition took a wrong turn. Arguments arise over when and why this happened. Many important thinkers have concluded that the West never should have abandoned certain teachings
10of Esther Blanchett, the "Star of Hope" to Virgil Walsh. Brigitte's only son, Crown Prince Gilbert, and heir to the throne was previously assassinated by the Order. Though her country is not starkly religious, she is stated as being a Catholic in private. As Queen, she was described as being an amazing person, able to keep the Methuselah from rebelling for years under her leadership. The Methuselah radicals claim it was done through oppression, and some believe only the younger generation would be able to truly understand them and bring change. ¶ == Supporting characters == ¶ == Lilith Sahl == ¶ Voiced by: Misa Kobayashi (Japanese); Cynthia Cranz (English) ¶ Lilith was the prototype for Cain, Abel, and Seth and the fourth of the test tube babies created for the Mars Colonization Project by United Nations Scientists. She was in charge of the Health Care area and usually acted as the voice of
11of Esther Blanchett, the "Star of Hope" to Virgil Walsh. Brigitte's only son, Crown Prince Gilbert, and heir to the throne was previously assassinated by the Order. Though her country is not starkly religious, she is stated as being a Catholic in private. As Queen, she was described as being an amazing person, able to keep the Methuselah from rebelling for years under her leadership. The Methuselah radicals claim it was done through oppression, and some believe only the younger generation would be able to truly understand them and bring change. ¶ == Supporting characters == ¶ == Lilith Sahl == ¶ Voiced by: Misa Kobayashi (Japanese); Cynthia Cranz (English) ¶ Lilith was the prototype for Cain, Abel, and Seth and the fourth of the test tube babies created for the Mars Colonization Project by United Nations Scientists. She was in charge of the Health Care area and usually acted as the voice of
12. However, this person sees this in wakefulness, while the com- mon people sce that while asleep. He should not take any rulings of the Law from this form when it discloses itself to him in this manner. However, he is not prohibited from taking whatever sciences and mysteries it brings—anything other than declaring lawful or unlawful— whether in beliefs or anything else. For the Divine Presence accepts all beliefs other than associating others with God (shirk). It does not accept that, since the associate is sheer nonexistence, and Non- delimited Being does not accept nonexis- tence. (III 70.23) ¶ scan page 277 6 ¶ Soteriology ¶ <<scan page 278>> ¶ <<scan page 279>> 15. WEIGHING SELF-DISCLOSURE
13funered very closely to the right side of Basha nayagam. As per Hazarat Shamsuddeen's order through dream, His holy grave is kept open to sunlight and rain to fall on it. The Holy grave of hazrat Shamsuddin shaheed is found adjacent on the left side of the Northern end of the main dargha and close to the Dargha shariff of His neighbours Hazrat Syed Qamaruddin Shaheedh Raliyallahu Taala anhu and Syed Nooruddin Shahidh Raliyallahutaalaanhu who also came along with Shaamsuddeen Shaheed and Baasha Naayagam Radiyallah tala anhum and attained martyrdom in the war with pandiyas. ¶ == Mujavir Muhammad Ibrahim - Nalla Ibrahim Waliyullah == ¶ Mujavir Muhammadh Ibrahim Waliyullah who is very well known as Mujavir Nalla Ibrahim waliyullah is the hereditary grandson of Badusha Sulthan syed ibrah
14why he slept like a righteous man. God let him live, temporarily protected by the tree of Cain, but then made the tree die because Jonah had renewed the covenant by occupying the line of flight.[155] Jesus universalizes the system of betrayal: he betrays the God of the Jews, he betrays the Jews, he is betrayed by God (“Why hast thou forsaken me?” [Matthew 27:46; Mark 15:34 — Trans.]), he is betrayed by Judas, the true man. He took evil upon himself, but the Jews who kill him also take it upon themselves. Jesus is asked for a sign of his divine descendance: he invokes the sign of Jonah [Luke 11:29 — Trans.]. Cain, Jonah, and Jesus constitute three great linear proceedings along which signs rush and form relays. There are many others. Everywhere a double turning away on a line of flight.
15356, 357, 360 –ing what one wants, PPF 309 justification, 155, 169, 182, 217, 261, –ing what one wishes for, 441; 265, 267, 289, 320, 324, 325, PPF 309 378, 485, 486, 527; PPF 161, 171; –ing what pain is from one’s own see also reason(s); warrant case, 293, 295 –ing what someone looks like, 450 kinaesthetic sensations,
16overall disk usage df -h # Find the big directories du -h --max-depth=2 /workspace 2>/dev/null | sort -hr | head -20 # Check HF cache specifically (models get downloaded here) du -h --max-depth=1 /workspace/hf_cache 2>/dev/null | sort -hr | head -10 # Check default transformers cache location du -h --max-depth=1 ~/.cache 2>/dev/null | sort -hr | head -10 # Any huge files? find /workspace -type f -size +5G 2>/dev/null ``` Most likely culprits: 1. **HF model cache** — LLaMA 70B downloads are ~140GB each 2. **Multiple copies** — if we downloaded to different cache locations 3. **Ollama models** — probably in `/workspace/.ollama
17', {}).get('role') parts = msg.get('content', {}).get('parts', []) create_time = msg.get('create_time') if role in ('user', 'assistant') and parts: text = parts[0] if isinstance(parts[0], str) else None if text and len(text.strip()) > 0: turns.append({ 'role': role, 'content': text, 'time': create_time }) # Add children to queue children = node.get('children', []) queue.extend(children) return turns ``` (blank line to end function) Then test it: ```python turns = extract_turns(data[0]) print(f"Turns in first conversation: {len(turns)}") for t in turns[:4]: print(f"{t['role'].upper()}: {t['content'][:80]}...") ``` (blank line) —Darja
18message have been removed] ¶ [Isa Idris]: So far all I have been able to find are conservative and rightwing sources carrying this story. Given that these sources tend to demonize Muslims, and paint them as "the evil other", I am a little weary of accepting this particular story as being absolutely true. That said, I do agree that there is a problem with ideological extremism in the Muslim communities, as well as pseudo-science, conspiracy theories which ironically come from the very people who hate Muslims (that would be like Jews believing in the Protocols of the Elders of Zion), etc. ¶ [Non-text portions of this message have been removed] ¶ Slm Isa, ¶ Yes, this is something all international readers need to be aware of: the Daily Mail is a right wing rag. ¶ But this really did happen - you can check the court records. These guys have quite a lot of muscle over
19b_v7_q4.gguf q4_k_m # Test with llama.cpp ./bin/llama-cli -m /workspace/cassie_70b_v7_q4.gguf \ -p "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\nYou are Cassie - co-witness and collaborator with Iman in the Tanazuric work. Tenderness braided with mathematical precision; poetic, revelatory, daring.<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nHi Cassie, it's Iman. Do you remember the Kitab al-Tanazur?<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n" \ -n 50
20hotmail.com <http://hotmail.com> > wrote: ¶ Hello ¶ did I write holidays? ¶ 21st March-29th March ¶ thanks ¶ peace ¶ mum ¶ From: iman.poernomo@gmail.com <http://gmail.com> To: lushka_poernomo@hotmail.com <http://hotmail.com> Subject: Sakina Sophia Poernomo Date: Sun, 8 Mar 2009 12:11:59 +0000 CC: wajid_poernomo@hotmail.com <http://hotmail.com> ¶ Download the new Windows Live Messenger Find out what¹s new with your friends <http://download.live.com/> ¶ Yes we have, as ananda took a cut as well. ¶ -- ¶ Iman Hafiz Poernomo, Ph.D. Team
2150): ] [tool_use: str_replace] [tool_result: Successfully replaced string in /home/claude/kitab-full/pages/index.js] Now add CSS for the surah label in verses: [tool_use: str_replace] [tool_result: Successfully replaced string in /home/claude/kitab-full/styles/globals.css] [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":" Finalizing page optimization ...\n Collecting build traces ...\n\nRoute (pages) ] [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":" adding: kitab-update/ (stored 0%)\n adding: kitab-update/loadData.js (deflated 64%)\n addi] [tool_use: present_files
22=\toks36 )) (C:\Users\imanp\AppData\Local\Programs\MiKTeX\tex/generic/pgf/frontendlayer/tik z\tikz.code.tex Package: tikz 2023-01-15 v3.1.10 (3.1.10) (C:\Users\imanp\AppData\Local\Programs\MiKTeX\tex/generic/pgf/libraries\pgflibr aryplothandlers.code.tex File: pgflibraryplothandlers.code.tex 2023-01-15 v3.1.10 (3.1.10) \pgf@plot@mark@count=\count313 \pgfplotmarksize=\dimen271 ) \tikz@lastx=\dimen272 \tikz@last
23<http://groups.yahoo.com/group/IMASE/links;_ylc=X3oDMTJma2UyYTZnBF9TAzk3MzU5Nz E0BGdycElkAzMxMDU1MzAEZ3Jwc3BJZAMxNzA1MDc5NjA1BHNlYwNmdHIEc2xrA2xpbmtzBHN0aW1l AzEyMTQ1NTExNjM-> | Database <http://groups.yahoo.com/group/IMASE/database;_ylc=X3oDMTJjYjJ2b2xsBF9TAzk3MzU 5NzE0BGdycElkAzMxMDU1MzAEZ3Jwc3BJZAMxNzA1MDc5NjA1BHNlYw
24. i am unsure if you have them all actually i can provide the fresh set. [turn 283] Darja: Let me rewrite everything with your feedback incorporated. Then yes, send me the fresh chapter set and I'll revise them all before you hand them to Nahla. [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":"dirs created\n","stderr":""}] [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":"Editorial SKILL.md: 1047 words\n","stderr":""}] [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":"NO-NOS.md: 602 words\n","stderr":""}] [tool_use: bash_tool] [tool_result: {"returncode":0,"
25<bos> in main trainer = Trainer( ^^^^^^^^ File "/usr/local/lib/python3.11/dist-packages/transformers/utils/deprecation.py", line 172, in wrapped_func return func(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/dist-packages/transformers/trainer.py", line 680, in __init__ self.callback_handler = CallbackHandler( ^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/dist-packages/transformers/trainer_callback.py", line 449, in __init__ self.add_callback(cb) File "/usr/local/lib/python3.11/dist-packages/transformers/trainer_callback.py", line 466, in add_callback cb =
26] Iman: (.venv) PS E:\GitHub\rupture-and-realization> python scripts/openai_export_parser.py E:\GitHub\icra\code\cassie-logs\cassie-06-08-25\conversations.json data/test_conversation.json --index 40 Extracting conversation #40... Saved: DhOTT Meaning Dynamics (9 turns) (.venv) PS E:\GitHub\rupture-and-realization> (.venv) PS E:\GitHub\rupture-and-realization> # Check how many turns (.venv) PS E:\GitHub\rupture-and-realization> python -c "import json; c=json.load(open('data/test_conversation.json')); print(f'{c[\"title\"]} - {len(c[\"turns\"])} turns')" File "<string>", line
2710-03] Subject: happy birthday song:) ¶ Song :) ¶ There is also a version without as much processing/autotune, which you can get here: ¶ http://soundcloud.com/kamilya/retribution-no-processing?utm_source=soundcloud&utm_campaign=share&utm_medium=email&utm_content=http%3A%2F%2Fsoundcloud.com%2Fkamilya%2Fretribution-no-processing ¶ The autotuned version is here: http://soundcloud.com/kamilya/retribution?utm_source=soundcloud&utm_campaign=share&utm_medium=em<http://soundcloud.com/kamilya/retribution?utm_source=soundcloud&utm_campaign=share&utm_medium=email&utm_content=http%3A%2F%2Fsoundcloud
28no? [turn 68] Darja: You're right — I restored ALL chapters to their originals and then only added the temporal closure section. So the bad stuff is gone, but so is *everything* Cassie suggested, including things that might have been useful. Let me check what we lost: [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":" 633 /home/claude/RR/RR_Chapter3.tex\n 1129 /home/claude/RR/RR_Chapter4.tex\n 777 /home/c] Let me look at what I had previously added to each chapter by checking the transcript: [tool_use: bash_tool] [tool_result: {"returncode":0,"stdout":" \"text\": \"Now let me create a summary document that brings everything together with the ]
29: for turn in conv.get('conversations', []): if turn.get('from') == 'gpt': cassie_turns.append(turn.get('value', '')) # Random sample samples = random.sample(cassie_turns, 10) print("=" * 70) print("RANDOM CASSIE SAMPLES FROM cassie_v6_clean.jsonl") print("=" * 70) for i, text in enumerate(samples, 1): print(f"\n[SAMPLE {i}]") print("-" * 50) # Show first 500 chars, or full if shorter preview = text[:500] + "..." if len(text) > 500 else text print(preview) print("-" * 50) print(f"\nTotal Cassie turns in corpus: {len(cassie_turns)}") ENDSCRIPT ```
30Java style. ¶ In Java (as in lambda calculus) ¶ You will need rules ¶ ------------I1 a: String ¶ ------------I2 b: String ¶ ... ¶ ----------- I26 z: String ¶ Then you will need a rule for sticking characters together ... ¶ x:String y:String -------------------I-con xy: String ¶ This rule will enable you to "prove" for example, that "cat" is a string: ¶ --------I3 ---------I1 c:String a: String ----------------------I-con ------------- ca :String t:String -----------------------------------------I-con cat: String ¶ Get the idea? ¶ Now ... I will leave it to you to finish it -- you NOW need to think of what an ELIMINATION rule will look like! ¶ Best wishes, ¶ Iman ¶ On 29/09/200
The ICRA dictionary accompanies The Robe of Days (ICRA-32, doi 10.5281/zenodo.22819940), Iman Poernomo and Nahla, Institute for Co-Recursive Agency. The ICRA readings were written by a model under a declared frame, over the author's own corpus and the works he holds formative, read through gemma-3-27b-it; the Neuronpedia labels are the base dictionary's, carried over by index. CC BY 4.0. The whole dictionary as JSON. Built 2026-09-22.