The smell of his cologne, usually a source of comfort, now turned her stomach. She sat on the edge of the bed, the crumpled pages of the manuscript hidden beneath the duvet. He'd captured her vulnerabilities, her insecurities, with chilling accuracy. It was a betrayal she couldn’t articulate, a violation that left her feeling stripped bare.

She'd tried to act normal, but her voice cracked when she spoke, and she jumped at every sudden sound. He was sitting at his desk. His back was towards her, and she could see him typing. Her heart hammered against her ribs, a frantic bird trapped in a cage.

She went into the bathroom and stared at herself in the mirror. She ran the cold water on her wrists, trying to calm the burning sensation that spread through her veins. When he asked if she wanted to go for dinner, she nodded and felt a chill creep over her.

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