The tremor in David’s hand caused coffee to slosh over the rim of his mug, staining the pristine white tablecloth. He watched, incredulous, as a fleet of movers unloaded priceless antiques from a large truck parked in front of Mr. Peterson's house. Mr. Peterson, the quiet accountant who always wore the same tweed jacket.

David swallowed, his throat suddenly dry. He'd lent Mr. Peterson a lawnmower just last week. He felt a peculiar mix of nausea and disorientation. The world, which had seemed so predictable, so manageable, had suddenly become a labyrinth of unseen paths.

He spent the rest of the day staring out the window, unable to concentrate on anything. The ordinary details of his life—the chipped paint on the fence, the wilting petunias in his flowerbeds—suddenly seemed inadequate.

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