He paced his cramped apartment, his chest aching. Mr. Abernathy, the art teacher, felt a knot tighten in his gut. A sculpture, a delicate mobile, crafted from what appeared to be reclaimed wood. From Peter, the kid who had almost dropped out of the program.

He picked up his phone, dialing the school's number, then slammed it back down before it could connect. He didnโ€™t want to talk. He didn't want to hear anyone. He felt like his head was going to explode.

He slumped onto the sofa, the gift box still unopened on the table. He felt a strange sort of fear, a rising tide of unease.

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