He had poured his heart and soul into the restaurant, and now, it seemed, it was all for nothing. Chef Jean-Pierre crumpled the review in his fist, crushing the paper into a tight ball. The words, so casually destructive, still stung: "pretentious," "overpriced," "utterly charmless." He felt the blood rush to his head, a dizzying wave of anger and humiliation.

He slammed his fist on the table, the force of the blow surprising even himself. He began to pace the confined space of the kitchen, his steps erratic and uncontrolled. He ran a hand through his already disheveled hair, leaving it standing on end. He felt a sudden, overwhelming urge to break something, to shatter the silence.

Jean-Pierre picked up a heavy cast iron pan, his hand trembling. He imagined smashing the review to smithereens. He stared at the pan for a long moment, his chest heaving with ragged breaths, before letting it fall back onto the burner with a metallic clang.

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