The world swam. The diagnosis had been delivered with a polite, almost clinical detachment. “A genetic anomaly… quite unfortunate.” Now, Sarah was gripping the counter of the coffee shop, her knuckles white. She couldn’t seem to steady her breathing. The aroma of roasted beans, normally comforting, now made her feel nauseous.

A woman, across from her, carefully placed a small, porcelain cup on the table. Her eyes met Sarah’s, a look of shared recognition passing between them. The woman's lips parted slightly, as if attempting to say something. She slowly raised a hand, tracing a circular motion over her own chest.

Sarah’s breath hitched. She found herself whispering, “Is that… are you…?” The other woman simply nodded, her expression conveying a profound understanding.

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