The newspaper lay open on the counter, the headline screaming its judgment. Chef Antoine stared at it, the words blurring despite his best efforts to focus. His hands trembled as he reached for the lukewarm coffee, the mug nearly slipping from his grasp. He hadn't slept, hadn't eaten. The restaurant, usually filled with the boisterous sounds of happy diners, now felt cavernous and silent, the scent of last night's burnt garlic heavy in the air. He ran a hand through his hair, finding a stubborn knot near his temple, the pressure there a dull ache. "Uninspired," the review declared. "A culinary wasteland." He felt a cold dread crawl up his spine, a sensation that made him want to bolt from his own kitchen.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290