The attic air tasted of dust and forgotten things. Clara yanked open the old trunk, a cloud of moth flakes exploding around her. Her hands, clammy and trembling, fumbled through the yellowed documents. Rent receipts, a dried corsage, a box of old photographs, a faded report card with her own scrawled signature at the bottom. Then, the letter. Her mother's handwriting, familiar and yet distant, leaped off the page: *To Whom It May Concern…* Her breath hitched.

She sank to the floor, the trunk lid digging into her back. The words swam before her eyes. “Resignation from…” Her chest felt tight, like a fist was squeezing her lungs. She read on, the phrases blurring, the meaning piercing. Why? Why hadn't she known?

Clara ripped the letter from the envelope, crumpling the paper in her grip. She needed air, she had to get out, she couldn’t *breathe*. She scrambled to her feet, knocking over a stack of old books. A wave of dizziness washed over her. She stumbled towards the door, the letter clutched tight. Her mother… her mother had *quit*?

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