He felt a sudden, intense heat that flushed his face. Across the table, James, the celebrated "chef," had just admitted to working at a fast food chain. Leo's hand shot out, grabbing his glass of water, spilling it. The sound, like a gunshot, cracked in the sudden silence. He felt as though the floor beneath his feet had vanished. He felt a sharp, throbbing headache.

He started to pace, his agitation growing. The restaurant, filled with the aroma of gourmet meals, now felt suffocating. He wanted to break something, to scream, to lash out. His vision swam. He gripped his own arms, trying to contain the tremors that were beginning. He felt a burning sensation in his stomach, as if he had swallowed acid.

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