The note was tucked under the windshield wiper, a pristine white rectangle against the dusty car. Sarah’s fingers trembled as she pulled it free. The cursive was elegant, almost mocking in its perfection. “The music is excessive,” it read. “Please be considerate.” Her chest felt tight, constricted. She glanced up at the window of the house next door. Mrs. Gable's curtains were drawn.

She crumpled the paper in her fist, then smoothed it out, a nervous habit. The volume hadn’t been loud, had it? Just… a little jazz, while she cooked. She swallowed, her throat suddenly dry. The air seemed heavy, suffocating. She unlocked the car, the click loud in the sudden quiet.

Back inside, she found herself staring at the stereo, as if it were a dangerous object. Her hands found the volume button, and she slowly, deliberately, turned it down. Then off. The silence was almost worse.

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