The shovel gleamed, reflecting the harsh sunlight. A wave of heat washed over her, making her lightheaded. She squinted, struggling to focus. It wasn't the heat; it was the proximity of the workmen and the looming reality. This was real.

She gripped the watering can, her knuckles white. Her garden. The vibrant roses, the climbing ivy, the little sanctuary she had so carefully cultivated for years. The new structure would shade it. She squeezed her eyes shut, fighting back tears.

A tremor shook her frame. She looked at the workmen, their backs to her. She wanted to scream, to beg them to stop, but the words wouldn't come. Her throat constricted. Her world narrowed.

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