Eliza’s vision swam. The color drained from her face as she looked at her phone. Two calendar entries, identical, both marked “Birthday Party.” It was a cruel joke, a cosmic prank played specifically on her. Her hands felt clumsy, her fingers fumbling as she attempted to untangle the party invitations from her purse. She felt as though the air had suddenly become too thin.

She grabbed a half-eaten sandwich from the counter and took a huge bite, chewing furiously, as if trying to quell the rising tide of… everything. The sandwich disintegrated in her mouth, but she didn’t even notice. Her eyes darted around the room, landing on mundane objects with an intensity that felt alien. The ticking clock on the wall seemed to amplify the internal pressure building inside her.

“This… this can’t be happening,” she whispered, her voice barely audible. She wanted to scream, to lash out, to rip the invitations to shreds. But she couldn't. She just stood there, paralyzed, a prisoner of this absurd situation. The floor felt like it was tilting, the walls closing in.

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