The letter crackled in her hands, the paper thin and fragile, much like the life she felt collapsing around her. Jessica read and re-read the words, the revelation of a half-brother. Each reading brought a fresh wave of nausea.

She pressed her palms against her temples, trying to stem the throbbing that had begun. The apartment, her sanctuary, now felt claustrophobic, the walls closing in. The furniture seemed to shift and change before her eyes.

She stumbled to the sink, splashing cold water on her face. The image in the mirror, her face pale and drawn, was unfamiliar. She was not herself, not anymore.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354