The letter was found shoved between the pages of a cookbook, stained with what looked suspiciously like coffee. Sarah recognized her own messy, hurried script immediately. A lump formed in her throat as she began to read. Her vision became blurry, and she had to blink furiously. The letter had been addressed to her ex-husband, a man she hadn't spoken to in years.

"…I’m not myself anymore. I’m lost in this fog," the letter began, detailing her descent into the unhappiness of the relationship. It brought the memories back with a sickening force. A sob caught in her throat, a sound she couldn't control.

The kitchen became a prison. The sunlight, once welcome, now seemed to mock her. She felt like she was back in that kitchen, the air thick with unspoken words. Her chest felt tight, as if she couldn't take a full breath.

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