He had to get away. He grabbed his keys and rushed out of the apartment, the book abandoned on the coffee table. He walked, aimlessly, the city a blur of lights and noise. Every face he passed seemed to be judging him, whispering about the secrets now laid bare.

He kept glancing over his shoulder, a constant, paranoid twitch. He felt hunted, exposed. He wanted to disappear, to become invisible, to escape the suffocating weight of this unwanted narrative. He needed to find a place where the air was clean, where he could breathe freely, where the world wouldn’t know his name.

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