“No, no, no,” Lisa repeated under her breath. The words on the letter – her sister, her sister’s words – refused to make sense. “… unable to continue…” Unable? What could have pushed her sister to quit the job she had loved so much? She felt a tightening in her throat, a physical ache.

She slammed the letter onto the kitchen counter. Her legs buckled and she dropped into a chair, her vision swimming. The bright, cheerful kitchen seemed to morph into a distorted landscape. She struggled to take deep breaths. The air felt heavy, oppressive.

Lisa sprang to her feet, knocking the chair over. She grabbed her coat, not bothering with shoes, and raced out the front door. She needed to *move*, to *do* something, anything to escape the confines of this room and the horrifying revelation the letter contained.

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