The email icon blinked, mocking Amelia from the laptop screen. She’d refreshed the inbox a hundred times, each refresh accompanied by a fresh wave of nausea. Her knuckles were white from gripping the edge of her desk. She’d polished her nails this morning, a shade of optimistic coral, now they were chewed to the quick.

She imagined the phone ringing, the call offering the job to Liam. The thought made her stomach twist into a pretzel. She pictured him, cool and collected, accepting the offer with a casual shrug. He'd probably already bought a new suit.

The minutes ticked by like slow torture. Each passing second amplified the pressure in her chest. She leaped up, pacing the small apartment, muttering under her breath. "Come on, come on, come on..."

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