He grabbed the car keys, the metal cold and unfamiliar in his sweaty palm. A wave of nausea rolled through him. The coded messages, the furtive glances, and the incessant phone calls. John needed air. He needed distance. The scent of her perfume, usually a source of comfort, now filled his nostrils, making him want to cough. He stumbled out of the house and into the night. His gut was twisted into a tight knot. The car door slammed shut behind him, the sound echoing in the stillness.

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