He had just been complaining to his wife about his salary, and now his neighbor, Mr. Dubois, had just arrived home in a helicopter. A helicopter! It landed in his perfectly manicured back garden.

He felt like the ground beneath him was crumbling. His jaw ached from clenching. He tried to speak, to make a joke, but the words wouldn’t come. He just stood there, staring at the gleaming machine, a vortex of dread and self-doubt forming in his stomach. He was out there staring for what felt like hours, and he didn't know why.

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