The coffee shop buzzed with chatter, but all Clara heard was the silence inside her head. Her hands trembled as she stirred her latte, the spoon clinking against the ceramic cup. Her journal, hidden beneath her bed, had been tampered with. She felt the warmth drain from her face, leaving her chilled. The easy camaraderie she’d fostered with her roommate, Emily, now felt like a carefully constructed facade. The truth – her deepest insecurities, her secret desires – now belonged to someone else. The thought made her skin crawl, and she wished she could just vanish.

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