The incessant banging pierced through Clara's headphones, which were blasting music at an ear-splitting volume. She ripped them off, her ears ringing. The sudden silence, broken only by the rhythmic thudding, was somehow worse. She felt like she was trapped.

She ran to the window. She saw the neighbor's house enveloped in a cloud of dust. She pressed her forehead against the cool glass, eyes scanning the scene, searching for an end.

"No, no, no," she whispered, her voice trembling. Her throat felt tight. She started pacing, her hands wringing. This would be a disaster.

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