Her stomach twisted into a knot. "A… a chef?" Fiona repeated, the words tasting like ash in her mouth. She'd known Mark as a consultant, a man of power. Now he admitted to spending his days in a hot kitchen. The truth felt like a betrayal.

She felt a strange disconnect from her body, as though she were watching herself from a distance. She pushed away from the table, a sudden wave of nausea washing over her. The restaurant's opulent decor felt garish, the music jarring. She had to get away, to escape this scene, this deception.

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