The review, a flaming inferno of criticism, sat on the counter. Chef Antoine clutched the paper, knuckles bone-white against the newsprint. His breath hitched in his chest, a strangled gasp escaping his lips. He spun around, bumping into a stack of fresh artichokes. They toppled, rolling across the pristine kitchen floor like rogue green marbles. "No, no, no," he whimpered, the sound barely audible over the hum of the refrigerator.

He kicked a stray onion, sending it skittering under a table. His vision blurred, the bright lights of the kitchen seeming to pulse and waver. The words on the page danced before his eyes โ€“ "uninspired," "bland," "utterly forgettable." He ripped the review in half, then again, and again, the pieces raining down around him like confetti at a funeral.

He stumbled towards the back door, needing air, needing anything to escape the suffocating weight in his chest. The cold air smacked him in the face as he threw the door open, but it did little to calm the fire consuming him from the inside out. He leaned against the brick wall, the rough texture offering little comfort, his body trembling uncontrollably.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359