The weight of the letter, the final word from "Evergreen Books," sank into her soul. For days, she had anxiously awaited the news, but the reality was still a shock. She wandered through the house, the familiar spaces now seemed alien. She felt a deep hollowness, a wound that wouldn’t heal.

She sat in her favorite armchair, the warmth of the cushions failing to soothe her. The book she had been reading lay open on the table, but she couldn't focus on the words. She felt a profound sense of loss, a sense of having lost something vital.

The daylight faded, casting long shadows across the room. She felt isolated, a prisoner in her own mind. The world, once full of possibilities, now felt gray, monochrome, and indifferent. She was adrift.

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