The email notification blurred through Amelia's vision. She blinked rapidly, focusing on the screen. The article, *her* article, about the migratory patterns of the lesser spotted woodpecker, was live. Except, it wasn't under *her* name. Dr. Alistair Finch. Her stomach clenched. A wave of nausea rolled through her, leaving her suddenly clammy. She felt a need to sit, and quickly.

Her fingers fumbled for the mouse, scrolling down to the author bio. A polished headshot of Finch, with a smug tilt to his lips, stared back at her. The text beneath detailed his extensive experience, his prestigious affiliations, all the things Amelia desperately craved. She felt a cold sweat prickle across her forehead.

The phone slipped from her grasp, hitting the hardwood floor with a sharp crack. It was the only sound sheโ€™d heard in the sudden silence of her apartment. She bent, slowly picking it up, her hands trembling.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290