The author's note, tucked at the end of the final chapter, explained that all the information was gathered through public records, interviews with "friends and acquaintances," and diligent research. James felt a growing unease. He reread passages, searching for inaccuracies, for a way to discredit the narrative.

He poured himself a stiff drink, then another, the liquor doing little to soothe the growing feeling of pressure in his chest. He flicked through the pages again, the words beginning to swim before his eyes.

He couldn't shake the sensation of being watched, judged, exposed. He wanted to scream.

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