The review was a single, devastating paragraph. Chef Stefan stared at the glowing screen of his phone, the words a neon-bright mockery. He was alone in his small, cramped apartment, the silence amplified by the sudden cessation of all sounds. His hands were shaking so much he could barely hold the phone steady. "Uninspired." "Unambitious." "A culinary wasteland."

He felt a wave of nausea wash over him. He stumbled to the bathroom, leaning over the sink, his stomach churning. He splashed cold water on his face, but it did little to quell the internal tempest. He could feel his heart pounding in his chest, a frantic, irregular rhythm.

He wanted to scream, to lash out, to break something, anything. He slammed his fist against the mirror, the glass cracking under the force of the blow. The pain, for a moment, was a welcome distraction.

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