He arrived late, feigning a flat tire, hoping to slip in unnoticed. He scanned the room, desperately seeking a familiar face to cling to, a lifeline in the sea of well-wishers. He felt a throbbing pulse in his temples.

He found himself cornered by a distant relative, a garrulous woman who launched into a lengthy story. He feigned interest, but his mind raced. He knew his turn was coming, the moment of truth. He felt a rising tide of nausea.

He scanned the room for an exit, any escape route. The chatter of the crowd, the clinking of glasses, the joyous music - all of it amplified his unease. He wanted to scream. He wanted to run. Instead, he forced a smile and listened, waiting for his name to be announced, waiting for his fate.

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