The coffee table wobbled precariously as Clara threw the photographs down, scattering them across the polished wood. Her breath hitched, shallow and rapid. Her grandmother’s handwriting on the back of the photos… *“The trip we took without telling the family.”*

Her grandmother, the woman who had never taken a risk in her life. The woman who preached about duty and responsibility. She felt a searing pain behind her eyes. A dizzying wave rose inside her, threatening to spill over.

She ran a hand through her hair, her fingers tangling in the strands. The neatly arranged world she had carefully constructed, built on the foundations of her family’s stories, had fractured. She felt like she was trapped.

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