A wave of dizziness washed over David. He clutched the edge of the breakroom table, trying to ground himself. The scent of stale coffee and microwaved leftovers suddenly overwhelmed him. The information, gleaned from a casual conversation about bonuses, had taken root in his mind and grown like a poisonous vine.

He excused himself from the lunch gathering, claiming a headache. In the deserted hallway, he leaned against the cool, painted brick, seeking some semblance of control. His hands trembled as he reached into his pocket for a cigarette, though he'd quit months ago.

The faces of his colleagues, their easy laughter, now felt distant, almost foreign. He couldn't shake the image of Sarah, the intern, and her surprisingly high paycheck. This had changed everything.

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