He slammed the car door a little too hard, the sound echoing in the quiet cul-de-sac. James had just seen Mr. Henderson, his neighbor and fellow member of the gardening club, casually step out of a vintage Rolls-Royce. James, who diligently mowed his own lawn every Saturday morning, felt a wave of… something… wash over him.

He fumbled with his keys, missing the lock several times. His palms were slick with sweat. He kept replaying the image: Henderson, in his faded khakis and worn gardening gloves, looking utterly nonchalant as he handed the keys to a uniformed driver. The carefully cultivated image of modest practicality was a complete sham.

Inside, the silence of his own home felt oppressive. He poured himself a whiskey, then poured it down the sink. He couldn't stomach it. The world suddenly seemed tilted, unbalanced.

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