"Just leave it to chance," she had whispered, but chance had abandoned her. Sarah ran her fingers over the spine of a well-loved novel, the cover worn smooth with years of use. It had been her mother's favorite. Inside, nestled between the pages, was a tiny, faded photograph and a note.

The photograph showed a laughing, young woman with dark hair. The note read, "Our secret." Her heart lurched. She remembered the whispered stories her mother had told, the hints of a life lived before her own. A sense of aching loss, a profound emptiness, settled in her bones. The photograph was a portal to a world she could never know.

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