"There's been a mistake," the doctor had said, his voice clipped and professional. She felt a sudden chill, despite the summer heat. The doctor's words hung in the air, a threat. The world seemed to shrink.

She drove home in silence, the air conditioning blasting against her face. She kept glancing at the passenger seat, at the file, as though it were a venomous snake. Her fingers drummed a nervous tattoo against the steering wheel.

When she got home, she couldn’t bring herself to open the door, just sat there in the driveway, and breathed deep, until she had to go inside.

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