He felt a sudden surge of heat rise in his chest, making him lightheaded. He grabbed the nearest chair, sinking into it as if his legs had turned to water. The gallery buzzed with chatter, but all he could hear was the frantic pounding in his ears. The vibrant canvas he had poured his heart and soul into, meant for a quiet corner in his own home, was now on display. He stared at the signature, a small, barely visible detail he’d always considered his secret. It was exposed, vulnerable. His breath came in shallow, rapid gasps.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258