The request, from Michael, the boy who used to steal his lunch money, appeared on his Instagram feed. He almost dropped his phone. His breath hitched as he stared at the screen, the notification a digital serpent. He went outside, hoping the fresh air would calm him down.

The sky looked vast and indifferent, the trees indifferent. Everything felt distant, like he was observing the world through a thick pane of glass. He walked faster, then faster still, until he was almost running, but the feeling of being pursued persisted. He couldn't outrun the past.

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