The silence of the car ride was deafening. David, usually a chatterbox, remained utterly mute. The secret had been disclosed earlier that day, a sister, a secret life. He clenched his jaw, his knuckles white.

He stared straight ahead, at the endless ribbon of highway unspooling before them. Each mile, instead of bringing him closer to his destination, seemed to stretch the distance, the emotional gulf, even further. The car felt like a cage.

He felt a deep, piercing pain in his chest, a sensation of being utterly alone. He wanted to scream, to pound on the dashboard, to stop the car and get out.

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