He drove past the familiar facade of "The Gilded Spoon," the neon sign casting a sickly glow in the twilight. He gripped the steering wheel so tightly his knuckles were white. He couldn’t bring himself to stop. He just drove.

The radio played a jaunty tune, the upbeat music jarring against his mood. He snapped the dial, the sudden silence providing a small measure of relief. Every familiar landmark on the drive home seemed to mock him, each building a silent witness to his private grief.

He felt a tremor run through his body. He wanted to turn around, to go back, to somehow stop time. But it was too late. He knew the building would be gone soon. He felt as though a part of him was going with it.

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