The paper shook in Amelia's trembling hands. The words blurred, but she could still make out the stark, condemning phrase: "Eviction Notice." Her breath hitched, a strangled gasp escaping her lips. She dropped the document, the crisp white sheet fluttering to the stained linoleum floor like a dying bird.

A wave of nausea washed over her. She stumbled towards the chipped porcelain sink, reaching for the cool metal rim for support. Her vision swam, the familiar cramped kitchen seemed to shrink and spin.

“No, no, no,” she whispered, the sound barely audible above the frantic pounding in her ears. Her fingers dug into her temples, trying to halt the internal chaos. The rent was always paid. Always. This couldn't be happening.

She fumbled for her phone, dialing her landlord's number with shaking fingers. The dial tone seemed to stretch on for an eternity, each ring a hammer blow against her skull.

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