"Unbelievable," Clara muttered, her voice barely audible. She stared at the document, a spreadsheet accidentally left open on her supervisor's computer. Sarah, her peer, was making more. More than her. A coldness spread through her limbs.

She quickly closed the laptop, a surge of adrenaline coursing through her. She felt a desperate need to escape, to breathe fresh air. She grabbed her bag and coat, her movements jerky and uncoordinated.

As she rushed out of the building, the city lights blurred before her eyes. The sound of the traffic, normally a familiar background noise, was suddenly deafening. She walked aimlessly, the feeling of being cheated a heavy weight on her shoulders. Her breath came in short, shallow gasps. She had to think, she had to find a solution, but the thoughts raced chaotically in her mind.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258