The coffee shop air felt thick, each breath a struggle. Amelia's chest heaved. Across the small, scarred table, Liam stared at her with a polite blankness. He'd said, “I’m sorry, I don’t think we’ve met before.” A flush burned its way up her neck, prickling her ears. She remembered every chipped tooth, every grazed knee, every secret whispered under the willow tree by the creek.

Her fingers drummed a frantic rhythm against the sticky tabletop. She needed to tell him, *You remember, right? The fort? The fireflies?* But the words caught in her throat, strangled by the wave of disbelief that crashed over her. She gripped her mug so hard her knuckles ached.

The waitress, a bored teenager, asked if everything was alright. Amelia just shook her head, unable to speak. Liam, oblivious, smiled at the waitress and ordered another cappuccino. The world tilted. The bright sunlight streaming through the window seemed suddenly harsh, unforgiving.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359