He stared at the notice, his jaw locked. A knot formed in his stomach, twisting itself tighter with each word. The landlord's curt pronouncements seemed to echo in the hallway, each syllable a hammer blow against his composure. He crushed the paper in his fist, a futile attempt at control.

His hands were clammy. He wandered through the apartment, bumping into furniture. The cheap veneer of the coffee table scraped his knuckles. He paced back and forth in front of the window, unable to settle anywhere. He felt a sudden, desperate urge to flee the building, the city, the whole state.

His voice was a strained rasp when he tried to call his sister. The phone felt heavy and foreign in his hand. “Hey, it’s… it’s me,” he croaked. He could feel the tremor in his voice, the involuntary catch in his breath.

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