Eliza pressed a cold cloth against her forehead, the dampness doing little to soothe the tightness in her chest. Her son, Finn, had embraced her love for vintage cars, a passion that had always been a source of pride. Now, it had become something else entirely – a consuming, almost tyrannical, need. Their garage was now a tomb of car parts.

Finn had stopped going to school. He’d taken all their savings.

She squeezed her eyes shut, fighting back tears. She remembered the feeling. It was the same feeling that her grandmother had when her favorite things were taken from her. The thought sent a fresh wave of panic through her.

“Mom! I need the wrench!” Finn’s voice, sharp and demanding, cut through the quiet. Eliza wanted to scream.

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