The metallic tang of fear coated his tongue. He'd been looking for a specific vintage book, a distraction from the sleepless nights and the relentless images that played in his mind. But then, there it was. The bear's once vibrant fur, now matted and worn, mocked him. He could almost hear the childish giggle, the whisper of bedtime stories. He felt a violent shudder, his hands clenching into fists. The woman running the sale pointed, her voice overly sweet. "Aw, isn’t he sweet? Takes you back, doesn't it?" He turned away, battling the urge to vomit. He stumbled back, bumping into a display of chipped mugs, sending them crashing to the ground. The woman frowned, but he didn't care.

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