The email sat in Eleanor’s inbox, a stark white rectangle against the muted grey of her laptop screen. It contained the damning evidence: a side-by-side comparison of her unpublished short story and the opening chapter of Alistair Finch’s latest bestseller. Her hands trembled as she clicked the "delete" button, then immediately, desperately clicked "undo". She slumped back in her chair, the air thick and heavy in the small, cluttered apartment. A bitter taste coated her tongue, a feeling akin to the first bite of something spoiled. She’d spent years devouring Finch’s novels, finding solace in his lyrical prose and complex characters. Now, she felt a hollowness, a desert within her chest, where inspiration and admiration once bloomed.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276