"Just a minute," she said, her voice tight, "I'll be right back." Her husband, David, looked up from his meal, confused, and watched her as she stood up from the table and rushed out of the restaurant.

In the bathroom, she leaned against the cool tile, her heart hammering against her ribs. The restaurant's speaker system blared it out, the song she'd written during her days of heartache. He'd never know, she thought, about the love and loss that had once poured out of her heart.

The song was ruined. He was butchering it, twisting it with his voice. The singer was some teenager, singing it as if it were a silly song. A wave of sickness washed over her; the memories of her past were suddenly so vivid.

She closed her eyes, trying to block out the sound, the sensation of being utterly exposed and violated. She returned to her meal, and the table, in the restaurant, felt a million miles away from what it was before.

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