The newspaper clipping slipped from Maya's trembling hands. *Le Petit Bistro to Close its Doors.* The paper fluttered to the floor. Her heart hammered against her ribs, a frantic rhythm. She felt a sudden need to be somewhere else, anywhere else.

She closed her eyes, trying to conjure the scent of lavender and garlic, the clinking of glasses. The image wouldn't coalesce. Instead, a wave of nausea rolled over her. She gripped the edge of the kitchen counter, finding a measure of solidity.

The world seemed to tilt. She swayed. She needed air, to breathe. It was all she could think of. She had to get out, now.

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