The clinking of china and the murmur of polite conversation drifted through the open window, a constant reminder of the lives she wasn't living. Claire watched from her own cramped kitchen as her neighbor, Ms. Hawthorne, hosted a lavish garden party. Guests in elegant dresses and perfectly tailored suits mingled on the meticulously landscaped lawn. Claire, in her worn jeans and faded t-shirt, felt a pang of something akin to jealousy.

She ran a hand over her face, the skin feeling tight and drawn. She’d been working tirelessly, sacrificing everything for a future that seemed perpetually out of reach. Ms. Hawthorne, surrounded by luxury, likely hadn't faced a hardship in her entire life. Claire turned away from the window, the image of their comfort a bitter pill to swallow.

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
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224