The drilling started during the quietest part of the day, when the sun was directly overhead and the cicadas had gone silent. Michael slammed his fist on the kitchen table, scattering the mail. His face was flushed. He couldn't think. The high-pitched whine burrowed into his skull. He closed his eyes, but it didn't help. He could still *feel* it, a vibration that made his teeth ache.

He stormed outside, slamming the door so hard the glass in the window rattled. He needed air. He needed to scream. He approached the construction site, hands clenched into fists, ready to confront the perpetrators of this aural assault.

He stopped, seeing the foreman. He took a deep breath. His pulse was thrumming in his ears. He started to speak, but the words caught in his throat. He felt like he was going to explode.

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