Her voice, usually clear, faltered as she explained what had happened to her therapist. The incorrect diagnosis had sent her spiraling. The medication, the side effects, the terrifying feeling of losing control. It was all a mistake.

She spent days, curled on her couch, unable to muster the strength to get up. The curtains were drawn, shutting out the world. Her body felt heavy, her mind muddled. She wanted to disappear.

She picked at her skin, a nervous habit that had resurfaced. Sleep was elusive, haunted by nightmares. The world had lost its color. Each day was a chore, the future a vast and unknown wilderness.

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