The lawyer had warned her this would be difficult. He hadn't understood. She felt a knot in her stomach, a physical manifestation of her discomfort. She gripped the fence, the rusty metal cold and unyielding.

She saw the workers, their faces impassive, going about their task. She heard the crunch of their boots on the gravel, the metallic clang of their tools. The house was already starting to crumble.

She ran her hand through her hair, over and over, trying to soothe the agitation. She felt a frantic need to rewind time, to stop the inevitable. She bit her lip until it bled.

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