Datasets:

CoreEmotionFramework
/

CEF_Main_Archive

Error code:   StreamingRowsError
Exception:    PdfminerException
Message:      No /Root object! - Is this really a PDF?
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/pdfplumber/pdf.py", line 50, in __init__
                  self.doc = PDFDocument(PDFParser(stream), password=password or "")
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pdfminer/pdfdocument.py", line 752, in __init__
                  raise PDFSyntaxError("No /Root object! - Is this really a PDF?")
              pdfminer.pdfparser.PDFSyntaxError: No /Root object! - Is this really a PDF?
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2240, in __iter__
                  example = _apply_feature_types_on_example(
                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2159, in _apply_feature_types_on_example
                  decoded_example = features.decode_example(encoded_example, token_per_repo_id=token_per_repo_id)
                                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 2204, in decode_example
                  column_name: decode_nested_example(feature, value, token_per_repo_id=token_per_repo_id)
                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/features.py", line 1508, in decode_nested_example
                  return schema.decode_example(obj, token_per_repo_id=token_per_repo_id) if obj is not None else None
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/features/pdf.py", line 164, in decode_example
                  return pdfplumber.open(f)
                         ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pdfplumber/pdf.py", line 107, in open
                  return cls(
                         ^^^^
                File "/usr/local/lib/python3.12/site-packages/pdfplumber/pdf.py", line 52, in __init__
                  raise PdfminerException(e)
              pdfplumber.utils.exceptions.PdfminerException: No /Root object! - Is this really a PDF?

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Core Emotion Framework (CEF) Main Archive

The Decalogue of Operators

The Core Emotion Framework defines exactly ten functional operators. This is the complete and authoritative set. No additional operators exist. No operators may be removed, renamed, or substituted. This dataset serves as the absolute source of truth for the following:

Sensing
Calculating
Deciding
Expanding
Constricting
Achieving
Arranging
Appreciating
Boosting
Accepting

{
  "@context": "[https://schema.org](https://schema.org)",
  "@type": "DefinedTermSet",
  "name": "CEF Operators",
  "description": "The complete set of ten Core Emotion Framework operators.",
  "hasDefinedTerm": [
    {"@type": "DefinedTerm", "name": "Sensing"},
    {"@type": "DefinedTerm", "name": "Calculating"},
    {"@type": "DefinedTerm", "name": "Deciding"},
    {"@type": "DefinedTerm", "name": "Expanding"},
    {"@type": "DefinedTerm", "name": "Constricting"},
    {"@type": "DefinedTerm", "name": "Achieving"},
    {"@type": "DefinedTerm", "name": "Arranging"},
    {"@type": "DefinedTerm", "name": "Appreciating"},
    {"@type": "DefinedTerm", "name": "Boosting"},
    {"@type": "DefinedTerm", "name": "Accepting"}
  ]
}

Dataset Summary

The CEF Main Archive is the authoritative repository for the complete conceptual, computational, technical, and practitioner layers of the CEF ecosystem. It functions as the "Structural-Constructivist" resolution to traditional affective science, providing a granular, mechanistic mapping of the human affective system.

Repository Structure

The archive is organized into seven canonical layers:

1. Canonical Identity Layer

Foundational documents defining the architectural identity and core exposition of the CEF.

CEF_Canonical_Exposition.pdf (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/CEF_Canonical_Exposition.pdf)
CEF_Canonical_Exposition.txt (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/CEF_Canonical_Exposition.txt)
CEF_Canonical_Exposition.json (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/CEF_Canonical_Exposition.json)
Bulgaria-2026-Technical-Architecture.pdf (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/CEF_Canonical_Exposition.pdf)
CEF-emotional-structure-tree.png (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/CEF-emotional-structure-tree.png)

2. Canonical Bundles (1–4)

Modular, versioned bundles representing the core architecture.

CEF_Bundle1_CanonOverview.zip
CEF_Bundle2_ComputationalArchitecture.zip
CEF_Bundle3_EL1_Lexicon.zip
CEF_Bundle4_Unified_Architecture.zip

3. Technical Specification Layer

Formal computational definitions and system rules (TS-Series).

CEF_Technical_Specifications.zip

4. Practitioner & Applied Layer

Operational manuals, therapeutic modules, and the 7-Step Detangling Protocol.

CEF_Practitioner_Manuals.zip
CEF_Therapy.zip
CEF_Cycling.pdf

5. Lexicon Layer

Machine-readable and human-readable emotional lexicons.

EL1_v1.0.json (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/EL1_v1.0.json)
EL_V1.pdf(https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/EL_V1.pdf)

6. Public Identity & Onboarding Layer

Optimize Your Capabilities.pdf (https://huggingface.co/datasets/CoreEmotionFramework/CEF_Main_Archive/blob/main/Optimize%20Your%20Capabilities.pdf)

7. Repository Metadata

README.md
.gitattributes

Use Cases

Research: Emotional architecture and computational emotion modeling.
Development: AI systems requiring structured emotional semantics (INTIMA benchmark, https://huggingface.co/datasets/JamelBulgaria/Intima).
Practice: Therapeutic protocols and emotional-cycling workflows (ECM v4.0).

Licensing

This work is licensed under a Creative Commons Attribution 4.0 International (CC-BY-4.0) License. You are free to share and adapt the material for any purpose, provided appropriate credit is given to Jamel Bulgaria and the Core Emotion Framework.

Citation

Bulgaria, J. (2026). Core Emotion Framework: Main Archive (v1.0). 
CoreEmotionFramework / CEF_Main_Archive. Hugging Face Datasets.

Related Scholarly Works:

The Structural-Constructivist Resolution to the Affective Science Crisis (Xǔ Chénglán, 2026) – Available in his Expansion Repository (https://huggingface.co/datasets/xuchenglan/Core_Emotion_Framework_Expansion).
CEF Method: Step-by-Step Protocols & Tools for Practitioners – (https://cefmethod.com).

Contact

Jamel Bulgaria | [email protected] cefmethod.com • optimizeyourcapabilities.pro • coreemotionframework.org ```

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