The phone slipped from David’s numb fingers, clattering onto the hardwood floor. He stared at the cracked screen, the last words – *I don’t recall a David from my childhood, I’m sorry* – burning themselves into his retinas. He felt a hot flood of tears well in his eyes.

He paced his apartment, the worn wooden floorboards groaning under his frantic steps. His breath hitched in his chest. Everything, the childhood adventures, the shared dreams, the secret language, was supposed to be theirs.

He wanted to scream, to smash something, to make the memories real again. He ran his hand through his hair, tugging at the strands until his scalp ached. The world had shifted, leaving him adrift in a sea of forgotten years, a single, solitary boat lost at sea.

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