He felt his throat constrict. He took a hasty step backward, bumping into a waiter carrying a tray of appetizers. Apologies flew from his mouth before he even fully registered what had happened. He avoided eye contact, focusing instead on the spilled miniature quiches, wishing fervently that the floor would open up and swallow him whole.

The festive atmosphere suddenly felt oppressive, the music too loud, the laughter grating. He considered abandoning the whole event. He could make his excuses, slip out unnoticed… but how would that look? He was trapped.

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