The phone vibrated on the counter, a relentless buzzing in the otherwise quiet restaurant. Chef Marco stared at the screen, the name "Mr. Harding" – the critic – flashing tauntingly. He swiped the call away, his hand shaking so violently he almost dropped the phone. The review, posted online, had already been shared thousands of times, each share a fresh blow to his reputation.

He ripped his apron off, the coarse fabric scratching against his skin. His throat constricted, making it difficult to breathe. The meticulously arranged plates, the careful flavor combinations, the hours of preparation – all for naught. The critic had called his signature dish, the truffle risotto, "a culinary catastrophe."

He felt the walls closing in, the air thick and heavy. He gripped the edge of the counter, his knuckles white. Marco could feel his heart hammering against his ribs, a frantic drumbeat against the silence. He started muttering, almost to himself, the words a disjointed jumble of denial and despair.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. 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 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359