The cursor hovered over the listing. A fresh wave of something cold seemed to sweep over Amelia. She’d been idly scrolling through Zillow, a mindless habit, when the algorithm, that digital stalker, had served it up: 14 Willow Creek Lane.

Her breath hitched. She clicked, and the pictures bloomed on the screen, taunting her. The freshly painted siding. The manicured lawn. The same weeping willow in the front yard, now impossibly large. She felt her chest tighten, a physical constriction.

“God, it’s… different,” she whispered to the empty apartment. The pristine interior shots felt alien. She remembered the crayon marks on the kitchen cabinets, the dog-eared books on the shelves, the chaotic mess of a real life. Her hands were trembling, she had to grip the edge of the desk.

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