The world tilted. Clara stumbled backward, bumping into a stack of gardening tools. Her breath came in shallow, ragged gasps. She had walked past a yard sale for years, but today, today was different. There he was: Button Nose.

She tried to take a step, but her legs wouldn't obey. She felt a burning in her eyes. It was a physical ache. The world was shrinking, closing in. She imagined the previous owner's home, wondering how it came to be in a yard sale.

“How…how much?” she managed to stammer, her voice a reedy, unfamiliar sound. The seller, an elderly woman with kind eyes, peered at her. “Oh, dear. Three dollars.” Clara reached for her wallet, her vision blurring with unshed tears.

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