The office air suddenly felt too thick, too close. Emily started to hyperventilate. She ripped the top button of her blouse, the fabric straining against her chest. The news, delivered with a casual air during a brief meeting, had hit her like a punch. Professor Ramirez โ€“ leaving. It was unbelievable. Her mind raced, a runaway train derailing from the tracks. Thoughts tumbled over one another, jumbled and incoherent. She felt like she was trapped in a box, suffocating, with no escape. She clawed at her throat, gasping for air.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359