He felt a sudden, sharp pressure in his chest. His breath came in shallow, ragged gasps. The restaurant, usually a haven, now seemed to press in on him. He fidgeted with his silverware, the clinking sound grating on his nerves. Across the table, Sarah animatedly described her plans. He found himself staring at the intricate patterns on the tablecloth, trying to distract himself.

He wanted to scream, to shout. Instead, he forced a smile and asked a question, anything to delay the inevitable. The words felt foreign on his tongue, the sound of his own voice echoing in his ears. He looked around the room, desperate for a lifeline, a way out, as if trapped in a nightmare.

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