The office walls seemed to be closing in on him. He felt trapped, a prisoner in his own life. The sound of the new hire’s constant chatter was a grating assault, a constant reminder of his impending redundancy. He caught himself clenching and unclenching his fists, the movement a silent expression of his internal turmoil.

He'd started eating his lunch alone in the car. It was the only place he could find peace, surrounded by the familiar scent of leather and gasoline. He would sit there, watching the other employees through the tinted windows, a detached observer in his own personal drama.

The new employee was too cheerful, too eager. It made him want to scream. “Can you show me how to do the quarterly reports?” the younger man asked. He wanted to say no, to refuse, but he knew he couldn’t. He took a deep breath, and forced a smile, his shoulders slumping.

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