The world had become muted. It was as if someone had turned down the volume on life. After the conversation in the Italian restaurant with the other woman, Sarah, Chloe couldn’t focus on anything. Sarah, wearing the same necklace "Liam" had given her, had coolly revealed their shared lover. Chloe had been going out with Liam for a year.

Chloe picked at the untouched food in front of her, the aroma of garlic and basil suddenly nauseating. Her stomach twisted into knots. The vibrant red sauce, once so appealing, now looked like blood.

She excused herself from the table, ignoring Sarah's placid apologies. She had to get away, to find a place where the air felt less thick, less heavy. She walked, aimlessly, through the city streets, the lights blurring in her tear-filled eyes. Each step felt like a monumental effort.

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