He stared at the screen, the listing a cruel joke. The house was unrecognizable. The old oak tree in the front yard, where he'd spent countless hours as a boy, was gone. Replaced by a bland, generic maple.

He felt a sudden, inexplicable urge to do something, anything, to make the image on the screen go away. He gripped the edge of the kitchen counter, his knuckles white. The digital tour of the house was a violation.

He rubbed his temples, a headache blooming behind his eyes. The world seemed to tilt slightly, the familiar landscape of his present life suddenly distorted and unreal.

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