The notification buzzed, a tiny, digital viper in her hand. Sarah stared at the screen, heart hammering against her ribs. It was him – Mark Thompson, the boy who'd made her life miserable in seventh grade. The request was innocuous enough, a profile picture of a smiling man in a suit, but it felt like a cold hand on her neck. She slammed her phone onto the kitchen counter, the ceramic clattering. Breakfast was forgotten. She pushed at the scrambled eggs on her plate, her appetite gone. The sun seemed blinding, the room suddenly too small.

Later, at work, she found herself avoiding eye contact with everyone. The incessant clicking of keyboards and chatter of colleagues felt like a hostile symphony. Each time her phone pinged, she flinched, imagining a message from him. She kept checking her phone, even though she knew she wouldn't respond. The constant awareness of the request was like a persistent ache, a dull throb in her mind that wouldn’t disappear.

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