The delays continued. John felt his heart pounding against his ribs, a frantic rhythm. His grandfather’s legacy auction. His chance to preserve his family’s history.

He walked up and down, unable to sit, unable to stand still. He checked his phone every thirty seconds. He felt as if a physical weight was on his chest. His voice cracked as he spoke to the airline representative, begging for a faster alternative.

He envisioned the auctioneer, the eager bidders, the possibility of losing everything. He felt a knot tighten in his stomach, churning with a cold, desperate fear. He felt utterly and completely exposed, vulnerable.

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