"The restaurant is a sensation!" The headline in the paper was the last straw. The woman who stole her "Spicy Peanut Noodles" was getting accolades. She felt the world around her tilting. Sarah's hands clenched into fists.

She paced her small apartment, a familiar rhythm of agitation. She couldn't eat, and sleep was a forgotten luxury. Her reflection in the mirror showed a stranger, hollow-eyed and gaunt. Every sound, every shadow, seemed to amplify her distress. The air tasted of ash. She sank onto the couch, defeated and alone.

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