He walked the streets late at night, the city lights blurring into streaks of color. The cold wind bit at his cheeks, but he hardly noticed. He was numb. The revelation, the betrayal, had stolen his appetite, his sleep, his sense of self.

He felt a deep and abiding distrust, a fear that everything he believed was a lie. He looked at the other people on the street, and wondered if they too were hiding something. The world seemed to have become a stage for deceit.

The walk, the cool air, usually a source of comfort, offered no relief. He felt lost, adrift in a sea of suspicion. He just kept walking, searching for something, anything, to anchor him.

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