The constant clicking of the keyboards in the call center was like a relentless drumbeat, echoing in his brain. Liam hated his new role in technical support. The vibrant energy of the marketing team was long gone.

He could feel the tension in his jaw, the muscles around his eyes twitching. He found himself picking at the skin around his nails, a nervous habit he hadn't indulged in years. Each customer complaint was a personal attack.

At home, he would drink, not to get drunk, but to numb the persistent ache in his chest. He would stare at the television, the images blurring into a meaningless stream of noise. He started to forget the simple pleasure of things, the taste of food, the warmth of the sun.

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