He ran a hand through his hair, leaving it standing on end. The grime on the shop windows seemed to press in on him, the fluorescent lights buzzing a hateful song. The memory of his grandmother’s stories, the ring shimmering on her wrinkled hand, flooded his senses. His stomach churned.

"Looking for something specific?" The clerk's voice cut through the haze of his thoughts. He cleared his throat. "Uh, maybe. Rings." His voice sounded thin, reedy, like a broken reed.

He feigned casual interest as he scanned the glittering displays. Each diamond, each band, felt like a judgment. He was utterly wretched. He couldn't find the words to ask. The thought of it being gone, lost... It was a physical ache.

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