He stared at the manuscript lying open on his desk, the pages filled with his own words, now rendered worthless. His ambition, the dream he had nurtured for years, felt poisoned. He felt physically sick and sat, hunched in his chair, staring at it.

He pushed the chair back, and walked around the room, which felt suddenly small, claustrophobic. Each step echoed in the silence. The windows, usually a source of comfort, now revealed a world that felt alien and uncaring. He felt a desperate urge to flee, to escape the suffocating weight of this revelation.

He picked up the phone, wanting to call his mother, but then put it down. There were no words to explain the hollowness that had consumed him. He felt nothing, except the bitter taste of disillusionment.

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