The peeling wallpaper in the spare bedroom seemed to judge her, its faded floral pattern a mocking reminder of brighter days. Sarah rummaged through a box of forgotten keepsakes, her movements slow and listless. A letter, its envelope smudged with dried tears, surfaced. It was a letter to her former lover, a desperate attempt to salvage their crumbling relationship. She’d never mailed it.

Her hands shook as she unfolded the fragile paper. The words, once so full of longing and hope, now felt like a lead weight in her stomach. She felt the sudden urge to clutch at her chest. It was hard to breathe, and the room was shrinking. The letter served as a poignant reminder of her failure, a document of how her heart had been broken and put back together with a faulty glue that didn’t hold.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224