The discovery was made during a spring clean. Amelia's gaze locked on the familiar script scrawled across the paper. It was addressed to her father, long since departed. She held the letter and began to read.

"โ€ฆI don't know how to forgive myself," the words on the page stated, the content of which she felt acutely. Tears welled, blurring the ink. She felt her face burn, an internal fire consuming her.

She paced the room, the floorboards creaking under her hurried steps. The silence of the house amplified the frantic beating of her heart. She couldn't stop the tremors that wracked her body. She clutched the letter tighter, crumpling the edges, a desperate grasp at the past she could no longer reach.

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