The elevator doors hissed open, and Amelia stumbled out, nearly colliding with a potted fern. Her pulse hammered a frantic rhythm against her ribs. The words “promotion” and “competitive” had been used in the same sentence, and suddenly the air in the office felt thin, difficult to draw into her lungs.

She fumbled for her coffee cup, the ceramic cool against her trembling fingers. It was the same coffee she drank every morning, yet today it tasted metallic, unpleasant. She needed to sit down.

The thought of facing her desk, the mountain of tasks waiting for her, felt insurmountable. She considered turning around, retreating to the relative safety of her apartment. But then, the door to Mr. Harrison’s office, the one she would now be sharing with Simon, opened.

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