The letter lay open on the table, the words a cruel taunt. Every line was a stab. Every sentence a knife twisting deeper. Her apartment, once a haven, now felt like a prison cell.

The implications of the diagnosis, the implications of everything, swirled in her mind. She felt the ground fall out beneath her feet.

A frantic knock at the door. Her neighbor. Her neighbor had received a similar letter. The neighbor's eyes were frantic, wide with disbelief. “Is this real?” she stammered, pointing at the damning document. “Is… this…”

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