The drive to work was a torment. He'd grip the steering wheel so hard his hands ached. The radio, once a source of comfort, now blared in the background, a cacophony of sound. Each day felt like he was running a marathon.

He started experiencing physical symptoms, headaches, a tight chest. His appetite vanished. He found himself avoiding social gatherings, the thought of small talk exhausting. The promotion cast a long shadow, eclipsing everything else in his life.

He'd pace his apartment, running through scenarios. One second his confidence would soar, the next, he'd be consumed by doubt. Sleep was a luxury he could no longer afford.

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