The newspaper lay open on the kitchen table, the coffee stain next to it a blurry testament to a rushed morning. Sarah’s eyes scanned the page, stopping abruptly at the familiar font, the familiar story. Her application essay. It was… printed there. A sense of disorientation washed over her. She gripped the edge of the table, her knuckles white.

She felt a tremor in her hands, and the coffee mug next to her rattled. She took a deep breath, trying to steady herself. Her pulse hammered in her ears, a frantic drumbeat against the silence of the room. She felt the urge to flee, to disappear.

“Mom? What’s wrong?” her younger brother called from the other room. Sarah forced a smile, pushing the newspaper away, but the words remained etched in her memory.

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