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jmccardle/pulse-sofroniew-emotion-concept-texts

Pulse Geometry: Sofroniew-Style Implicit Emotion Corpus A contrastive corpus of 8,550 short stories (171 emotions × 50 topics) that convey a target emotion implicitly — through behavior, sensation, dialogue, internal thought, or environmental description, but never by naming the emotion. Each story is scored on a four-axis rubric by Claude Sonnet. The corpus was built as the substrate for a geometry replication: probing whether an emotion-vector layout analogous to Sofroniew et… See the full description on the dataset page: https://huggingface.co/datasets/jmccardle/pulse-sofroniew-emotion-conc

Author / organizationjmccardle
License (as declared)cc-by-4.0
Downloads1.5K (as reported by Hugging Face)
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Created25 April 2026
Last updated at source25 April 2026
emotioninterpretabilitymechanistic-interpretabilitysparse-autoencoderscontrastive-corpus
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  • 16 Oct 2026 Description: Pulse Geometry: Sofroniew-Style Implicit Emotion Corpus A contrastive corpus of 8,550 short stories (171 emotions × 50 topics) that convey a target emotion implicitly — through behavior, sensation, dialogue, internal thought, or environment → Pulse Geometry: Sofroniew-Style Implicit Emotion Corpus A contrastive corpus of 8,550 short stories (171 emotions × 50 topics) that convey a target emotion implicitly — through behavior, sensation, dialogue, internal thought, or environment

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