The air in the office felt thick, stifling. John sat at his desk, staring at the document he'd pulled from his wife's laptop. His breath hitched in his throat.

He felt a profound disconnect, as if he were watching a movie about someone else’s life. He remembered the arguments, the disagreements over money. He replayed all the accusations, all the times he’d been called careless and irresponsible. The irony was suffocating.

He pushed his chair back, the wheels squealing against the linoleum. He needed to get out. He needed to be somewhere where the air was free.

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