"Dreadful." The word, in bold, capital letters, glared at Chef Irina from the newspaper. She crumpled the paper in her hand, the ink smearing across her palm. She squeezed it until it felt like a cold stone. Her face was flushed, her cheeks burning with a heat that was entirely internal.

She threw the paper to the floor, then kicked it, sending it skittering across the floor. She slammed her fist on the counter, again and again, each blow accompanied by a strangled gasp. "No!" she cried, the sound raw and broken.

The kitchen, her sanctuary, her domain, suddenly felt like a cage. She started pacing, her steps quick and agitated, bumping into tables, knocking over a rack of spices. She felt a burning sensation in her throat, a pressure that was both physical and emotional.

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