The paper felt like a live thing in her hand, buzzing with a malevolent energy. Sarah sat in her favorite armchair, the eviction notice resting on her lap. The words swam before her eyes.

A cold dread spread through her, chilling her to the bone. She hugged herself, trying to ward off the shivers that wracked her body. Her breath came in short, shallow gasps, as if she were running a marathon.

The room seemed to shrink, the walls closing in on her. She felt trapped, suffocated. Her fingers tightened on the arms of the chair, her knuckles turning white.

"I don't understand," she whispered, the words lost in the suffocating silence. The world spun, and everything became a blur.

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