The attic air tasted of dust and forgotten things, much like the memory of Sarah's husband, Daniel. She had avoided this space for months, since his passing. Now, with the house finally listed, she had to clear it out. Sunlight sliced through the gloom, illuminating a trunk tucked under the eaves. Her hands trembled as she lifted the heavy lid.

Inside, nestled amongst yellowed newspapers, lay a child's collection of wooden toy soldiers. Tiny, painted faces stared blankly up at her. She traced the crude brushstrokes, a sudden ache tightening her chest. She remembered Daniel telling her of his own childhood, of his passion for history, a passion they'd shared.

A small, leather-bound journal was nestled in the bottom of the trunk. Her fingers brushed the worn cover, she felt a hollow pang in her heart. She opened it to a page filled with a child's looping handwriting. “I will be a brave soldier, just like Daddy.” Tears welled up in her eyes, blurring the words.

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