He saw it from across the street. A frayed, familiar paw peeking out from under a pile of forgotten toys. Liam froze, mid-stride, his grocery bags suddenly heavy. He couldn’t breathe. His vision swam. He gripped the bags tighter, knuckles white.

The street was too loud, cars zooming past, voices chattering, the world a discordant symphony. He had to get closer, but his legs felt like lead. He forced himself to walk. He reached the yard sale and made his way towards the bear.

"Excuse me," he croaked, his throat tight. A young girl, her eyes wide with excitement, was holding the bear. She was about to pick it up! “How much for… that one?” He gestured, trying to keep his voice steady.

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