The attic air tasted of dust and forgotten things. Rain lashed against the single, grimy window, mirroring the storm inside her. Sarah had promised herself she wouldn’t cry again today, but the flimsy cardboard of the box in her hands threatened to crumble under the pressure of her trembling fingers. She’d found it tucked away, labeled in her husband, Michael’s, familiar scrawl: “Bucket List.”

She sank onto a moth-eaten trunk, the list unfolding with a brittle crackle. The first item: “Learn to play the ukulele.” Michael, the man who couldn’t carry a tune, wanting to play the ukulele. A watery chuckle escaped her, quickly dissolving into a choked sob. He’d never even mentioned it.

The list went on, each entry a fresh stab: “See the Northern Lights.” “Visit the Great Wall of China.” “Write a novel.” She closed her eyes, picturing him, his infectious grin, the way his eyes crinkled at the corners. The sheer weight of his absence pressed down on her, stealing her breath. She pulled his favourite woollen jumper over her head and inhaled deeply. It still smelled faintly of him.

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