The takeout container slipped from Maya's grasp, scattering greasy lo mein across the pristine white tablecloth. "David...what?" Her voice cracked, a tiny sound swallowed by the sudden ringing in her ears. He hadn't just admitted to working at a *call center*. He'd been claiming to be a marine biologist for five years! She felt a strange tingling in her fingertips, like they were made of static. His face, usually so animated, now wore a mask of careful neutrality, which only amplified the absurdity of everything. She wanted to scream, to lash out, but all that emerged was a shaky breath.

The restaurant, once a haven of comfortable familiarity, now seemed to press in on her, the clatter of silverware and hushed conversations morphing into a deafening roar. She pushed back her chair, the legs scraping across the floor in a way that made her teeth ache. Her stomach churned. A marine biologist! All those stories about kelp forests and whale migrationsโ€ฆ lies. Every single one. She fumbled for her purse, her hands clumsy and uncoordinated, the strap tangling around her wrist.

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