The doctor’s words echoed in Elias’s mind: “You have a rare form of leukemia. It’s aggressive.” He felt a cold dread creep into his bones, settling in his gut like a stone. He’d never felt so utterly lost, the world tilting precariously. His vision swam.

He paced his cramped apartment, the worn rug a familiar landscape of anxiety. His hands shook as he reached for the phone, then drew back. He couldn't share the news yet. Not with Sarah. Not like this.

He saw the crumpled medical report on his kitchen table, a mocking reminder of his perceived mortality. He reread the name at the top, the name that wasn’t his. A wave of fury surged through him; an overwhelming urge to scream, to lash out at the invisible hands that had delivered this nightmare.

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