It was the culmination of years of work. The data, the analysis, the meticulous research. Now, it was being presented by someone else. A wave of heat washed over him, followed by a bone-chilling cold. He felt as if he were underwater, struggling to breathe.

He gripped the edge of the table so tightly that his nails dug into the wood. His vision blurred, and the room started to spin. He stumbled back, his legs weak.

He needed to get away, to escape the suffocating reality of what had just happened. He threw open the front door and ran, not knowing where he was going, just needing to be far, far 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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359