A tremor ran through Amelia as she closed the laptop. Her breath hitched. The screen's glow had faded, but the words still swam in her vision. *Amelia's insecurities, her hidden desires, her awful jokes – all laid bare in pixelated prose.* She felt a cold prickle at the back of her neck.

She got up abruptly, her chair scraping against the hardwood floor. Suddenly, the apartment felt too small, the walls closing in. She needed air. The manuscript's title, β€œThe Impeccable Amelia,” mocked her from the desktop wallpaper.

Her fingers fumbled with the locks as she left the apartment, the keys slipping once before she managed to get them into the door. The familiar city sounds seemed distant, muffled.

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
λ‹€μ‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290