The walls seemed to press in on him, the ceiling lowering with each passing hour. He felt the blood rush to his head, his vision blurring. He found it hard to concentrate, each task requiring superhuman effort. The letter, announcing the change, was crumpled in his pocket, a constant reminder of the chaos to come.

He started avoiding his favorite places: the coffee shop around the corner, the park across the street. The world felt dangerous, full of judgment. He felt exposed, vulnerable.

He found himself irritable, snapping at people for no reason. He'd never felt this way. He had an incessant urge to be alone. He pulled the blankets over his head, trying to shut out the world.

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