The sun was setting, casting long shadows across the cluttered living room. He held the list, ripped from a hidden compartment in her jewelry box. The first item: *“Open a restaurant.”* He started to sweat. He didn't even know how to boil water.

His breath grew shallow. *“Learn to dance ballet.”* This wasn’t real. It couldn’t be. His head swam. He felt a sudden, overwhelming urge to shatter something, to destroy the source of this torment.

He dropped the list onto the floor, his hands balling into fists. *“Fall in love.”* He gasped for air, his throat closing. He felt as though he were trapped in a vice. He had to get away.

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