The phone dropped from John’s grasp, clattering onto the hardwood floor. He stared at it, unmoving, as the detective’s voice, laced with grim details, faded into the silence. A tight band constricted his chest, making it difficult to breathe. He felt a wild, frantic urge to tear things apart, to scream, to lash out.

He stumbled backwards, knocking over a lamp. The sudden crash jolted him, but the shock didn't break the feeling. The walls seemed to be closing in. He felt a pressure in his skull and a buzzing in his ears.

His own home, the place he had deemed safe, now felt like a cage. He couldn’t be here. He had to escape, to run, to… just get away.

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