He slammed the album shut, the sound echoing in the empty apartment. His head throbbed, a dull, insistent ache. His grandfather, the stern war hero, smiling, arm-in-arm with a man in a sailor suit. He’d seen the medals, heard the stories of bravery, of unwavering commitment.

His vision tunnelled. The room, which moments ago felt familiar, now seemed to shrink around him. The air felt thin, like he was gasping for it. Why would they lie? What had been the point?

He pulled at his collar, his shirt suddenly too tight, too constricting. The words, the carefully chosen pronouncements, everything his mother told him about his family, all vanished. He felt like he was falling.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359