The surveyor had offered her a hard hat. She waved him away, unable to speak, to form the words to explain her feelings. The air around her vibrated with the rumble of the engines, the clatter of metal.

She looked at the garden, at the overgrown rose bushes, at the broken bird bath. She remembered her father's laughter, the scent of his pipe tobacco mingling with the fresh-cut grass.

She wanted to scream, to run. She couldn't breathe. She felt a tightening in her chest, a weight pressing down on her. She had to leave, to escape. But she couldn't move.

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