The new roof being put on the house next door was a constant, unwelcome presence. The rhythmic thud of the hammers felt aggressive, a physical manifestation of her inner turmoil. She was exhausted, drained of all energy. The house felt too big, too empty. It felt as empty as her heart. Her husband, George, had loved working around the house.

She wandered from room to room, touching the objects that reminded her of him: his worn leather chair, his collection of model airplanes, his favorite mug on the kitchen counter. Each touch sent a fresh wave of pain.

She forced herself to eat a piece of toast, but it stuck in her throat. The hammering continued, a relentless soundtrack to her solitary existence.

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