The move was done. The last box unpacked. The exhaustion was physical, but it didn't match the inner turmoil. For the first time in years, Robert was back at his parent's house. His father offered him a beer, a gesture of camaraderie that felt deeply unsettling.

He took a long, shaky gulp, the cold liquid doing little to soothe the tightness in his chest. Every sound in the house, from the hum of the refrigerator to the distant chatter of the television, seemed amplified, each one a relentless intrusion. He couldn't sit still.

He excused himself to the bathroom, and locked the door behind him. He stared at his reflection, a stranger staring back. His eyes were wide, pupils dilated. He ran the tap, splashing cold water on his face, but it didn't help. The feeling continued, a relentless pounding in his ears, a frantic struggle inside his rib cage.

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