He had to be mistaken. Professor Davies squeezed her eyes shut, trying to make the trembling stop. A gift basket filled with artisanal cheeses and imported biscuits. From Kevin, the boy who once set fire to a Bunsen burner? It was preposterous. Her hands, clammy and cold, shook as she picked up the phone.

“Hello?” Her voice cracked, a tiny sound in the echoing apartment. She almost couldn’t hear it.

She paced the length of her tiny kitchen, her mind a whirlwind of possibilities, each more outlandish than the last. He’d apologized for the fire. He was grateful, he said in the accompanying note. It was the word 'grateful', written in block letters that sent a shudder through her.

Her stomach lurched. She needed to sit down.

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