He felt it first in his teeth, a strange, metallic taste. Then, the tingling in his extremities. His vision tunneled. The air was getting thin, he was certain of it, even though he knew that wasn't possible.

“Are you alright, John?” Emily’s voice was a distant echo, her face a blur. He blinked, trying to focus. Trying to speak. It was no use.

He fumbled at his collar, tugging it away from his neck. The buttons felt impossibly tight. Sweat poured down his face. He felt his head spinning, an internal carnival of whirling thoughts.

The elevator car seemed to tilt, and the floor was no longer beneath him. He was falling, tumbling into a void. He heard Emily shout his name one last time before everything went black.

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