The sterile white walls of the research facility felt like a cage to David. He was a human lab rat, poked and prodded, his body a canvas for the scientists’ experiments. The constant surveillance, the clinical detachment of the staff – it eroded his sanity piece by piece. The skin on his feet was flaking.

He’d found solace in the routine, the small acts of rebellion he allowed himself: a forbidden cup of coffee, staring out the window at the distant city. His rare autoimmune disorder was a curse, a sentence he couldn't outrun. He hated it.

One day, during a break from a test, he saw her. A young woman, slumped against a wall, her face pale, hands twisting. She looked broken. He recognized the tremor in her hands, the way she seemed to be fighting something invisible. A shared misery, a dark secret, and a bond.

He took a hesitant step toward her. "Are you…?" he began, his voice barely a whisper. She looked up, her eyes wide, and he saw a reflection of his own despair.

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