The dinner party felt like a slow-motion car crash. Each time Amelia's partner, George, spoke, it was like a hammer blow. He was attempting, with increasing fluency, to speak Mandarin with their guests.

Amelia’s fingers were ice. She could not force herself to eat the food on her plate. His words, previously a jumble, now flowed with an unnerving ease. The sounds of their friends' laughter seemed to fade, replaced by a roaring in her ears.

She excused herself and went to the bathroom, her hands trembling. She leaned over the sink, staring at her reflection. She found her face was pale, blotched with color.

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