The house seemed to shrink around Kevin, the walls closing in. He sat in his old bedroom, surrounded by childhood relics – trophies, posters, and books, all reminders of a life that felt like a distant dream. His chest felt tight, constricting his breaths.

He could hear his father's loud phone call in the other room, his booming voice amplified by the thin walls. He didn't like the feeling of being judged. He didn't want the phone ringing, the door knocking, or the pressure of facing the world.

He felt the tears welling up in his eyes, his cheeks burning. He pressed his palms to his eyes, trying to block out the world, to find some semblance of peace. The room was not helping.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354