The note was tucked under the windshield wiper, a crisp, official-looking rectangle. Sarah picked it up, her fingers tracing the impersonal print. Her gaze flickered over the words, each one a slap to the face. Towed. Impound. The words swam before her eyes.

Her breath hitched. She had meticulously paid all her bills. She had followed every rule. She dropped the note, the sound echoing in the stillness of the driveway. Her vision blurred. The world seemed to tilt.

She gripped the fence post, her knuckles turning white. The vibrant morning, with its promises of a good day, now felt tainted, poisoned. She felt a tremor run through her body, a physical manifestation of her bewilderment. Her mouth was dry, her tongue thick.

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