The cold marble of the bank lobby offered little comfort. Daniel’s knuckles were white as he clutched the inheritance documents. His sister, Olivia, a woman consumed by the superficial, was set to receive their parents’ impressive art collection. He, however, had been left with… a collection of vintage stamps. He glanced at Olivia, who was feigning polite interest in the lawyer’s explanations, her eyes glazed over.

He felt a knot tighten in his stomach. The air seemed thin, difficult to breathe. He had an overwhelming urge to bolt, to escape this preposterous situation.

“Stamps?” he managed, his voice barely a breath.

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