The tremor in his hands was getting worse. Each time he heard the tell-tale whine, the rush of blood would pump and surge to his ears. It was a physical manifestation of his distress, a tangible reminder of his powerlessness.

He found himself pacing his living room, his steps short and agitated. Outside, the dog was playfully nipping at the hose, soaking his freshly mown lawn. He closed his eyes, pressing his palms against his temples.

He remembered the calm he once felt, the peace of his quiet garden. Now, that tranquility was stolen, replaced by a constant state of alert. He felt as if he could barely breathe.

He had tried speaking to the owner. He had tried everything. But nothing changed.

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