He stared at the credit card statement, each line a blow. He knew he'd have to say something. But he couldn't. His throat constricted. He felt as though a steel band was tightening around his chest. He took a deep, shuddering breath.

He wandered out to the garage, the familiar smell of oil and gasoline doing nothing to soothe his disquiet. He kicked a tire. He hated confrontation. This would be a fight. He could feel it.

He thought of all the times he'd asked her if things were okay. She'd always answered "yes". Now, the word felt like a lie. He walked back inside, the garage suddenly feeling empty and cold.

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