The scent of dust and decay assaulted his senses as he walked through the door. His stomach lurched, as if he were on a rollercoaster. He could not stop the tremors that wracked his body. The world had tilted on its axis, and everything felt wrong.

He avoided eye contact with the shop owner, a woman with a vacant stare. He found what he was looking for, a small ring, and he gestured toward it.

"May I see that?" he asked, his voice strained. The woman obliged with a sigh. He felt as if he might break apart, into a million scattered pieces.

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