The clinking of china and the murmur of polite conversation drifted from next door. David, peeking through a gap in his curtains, saw the elegant outdoor dinner party in full swing. Crystal glasses, white linen tablecloths, waiters gliding between impeccably dressed guests.

His own dinner consisted of a microwaved burrito eaten alone in front of the television. He’d just been complaining about the cost of groceries.

He stumbled backwards, knocking over a stack of bills on his desk. His chest felt constricted, as if a hand were squeezing it. His mind was a frantic carousel of comparisons, of missed opportunities, of the crushing weight of his own perceived failures.

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