It felt like a physical blow. The Facebook request from Ashley, the girl who had orchestrated a campaign of social exclusion against him in high school, had arrived. He scrolled past it, but the profile picture, Ashley's confident smile, burned in his mind. He slammed his laptop shut, the abrupt sound echoing in his silent apartment.

He paced the confines of his small living space, his hands clenched into fists. He felt trapped, suffocated by the memories. He started muttering, rehashing old arguments, defending himself against invisible attackers. He skipped dinner, the thought of food making his stomach churn. The quiet of his apartment was suddenly oppressive, the walls closing in.

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