The heat was oppressive, mirroring the fever that had consumed Daniel since he had learned the news. He slammed the car door, unable to sit any longer. He stood there, legs shaky, watching the bulldozers.

He pulled his phone out, trying to distract himself by reading the news. It was no use. The screen blurred. Everything blurred.

He ran a hand through his hair, his fingers tangling. The house was a monument to his mistakes, and now it was going to be erased. He wanted to scream. Instead, he just stood there, unable to move, unable to speak. The ground was shifting beneath his feet.

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