The silence of the antique shop pressed in on her. Eleanor unfolded the letter, the paper brittle and thin. Her grandmother’s elegant script greeted her. “…unable to continue due to… unforeseen circumstances.” A chill ran down her spine. Unforeseen? What had happened? Her grandmother had been so secretive.

She felt a hot flush creep up her neck. Her heart thudded in her chest, a frantic rhythm against her ribs. She couldn't breathe properly. She glanced around the shop, a kaleidoscope of antique objects, each one whispering secrets. She had to find out.

Eleanor grabbed a chair, pulling it close to a table piled with dusty books. She needed to start somewhere, a clue, a scrap. She began frantically flipping through the books, her fingers tearing at the pages. The need to know gnawed at her, a ravenous hunger.

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