The blood pounded in Clara's ears, a rhythmic drumbeat against the silence of the museum exhibit hall. She gripped the velvet rope separating her from the display, knuckles white. The exhibit, *her* exhibit, was titled “Forgotten Voices: The Unsung Heroes of the Industrial Revolution”. It was the culmination of everything. But here, across the room, was an exact duplicate.

Her throat tightened. She wanted to scream. Every detail matched hers, down to the chipped teacup from Mrs. Higgins' factory. The curators’ words, the opening remarks, the layout, it was all a cruel joke. She bit down hard on her lip, a sharp sting of pain, but it didn't ground her.

She had to get out. The air felt thin, unbreathable. She spun on her heel, colliding with a display table. Papers scattered. She didn’t even glance back. She fled.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359