He gripped the steering wheel, knuckles white. The letter had been tucked under his windshield wiper, a pristine white rectangle. The words about the fence were almost apologetic, yet the message felt like a physical blow.

He drove past his neighbor's house, seeing the surveyor's flags already marking the perimeter. A wave of nausea rolled over him. He felt his heart hammer against his ribs. He turned down his street, feeling a need to escape.

He found himself parked in the local park, watching children play. The sunlight was warm, the air clean, but he remained cold. He took deep breaths, trying to find some semblance of calm, but the feeling lingered, a cold, unwelcome guest.

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