The cafe was small, cramped. Steam hissed from the espresso machine like a disgruntled serpent, and the aroma of burnt coffee hung heavy in the air. Amelia clutched her lukewarm latte, the ceramic burning her palms. Then, from the corner, a voice, a guitar. Her guitar. The chords, the arrangement – it was hers. Her song, "Crimson Rivers." Her breath hitched.

Her vision swam. The clatter of cutlery, the murmur of conversations, all receded as the music swelled. She felt a cold sweat break out across her forehead. The singer’s voice, a woman’s, was smooth, confident. Amelia's stomach lurched. She felt utterly unmoored, like the ground beneath her feet was dissolving.

"Excuse me," she choked out, her voice barely a whisper, to the server who was clearing a table. “Can you… can you ask them to… to stop?” She couldn't breathe. Her hands trembled, spilling the coffee. She felt like she was going to collapse.

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