He slammed the file onto the desk, the sound echoing in the empty office. He was once a top sales rep, now he was buried in data analysis, a role he despised. His success was gone. His reputation as a driven and motivated employee was at risk.

He started avoiding his old friends and colleagues. His phone remained silent. His emails went unread. He found himself struggling to remember the simplest of tasks, his mind wandering, his focus shattered.

He found himself pacing his apartment late at night, unable to sleep, the fear of failure gnawing at him. He missed his team, he missed the buzz of a successful sale. He missed his life.

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