Rain lashed against the windows, mirroring the storm raging inside her. The small cottage felt cold and damp, a physical manifestation of the chill that had settled in her bones. She sat on the edge of the bed, the letter clutched in her hand. It was from her daughter's ex-boyfriend, who had been there when the accident happened. He'd never spoken since.

The words in the letter were a clumsy attempt at contrition, at acknowledging the guilt that must have haunted him for years. Her vision blurred, and the words swam before her eyes. The pain, once a raw, open wound, had festered over the years, now reignited, sharper than ever.

She stood and walked to the window, the rain blurring the landscape outside. The world was grey, bleak, and devoid of color. The loss felt as fresh as the day it had happened. A single, choked sob escaped her lips.

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