The overhead lights began to pulse, a strobe-light effect that triggered a cascade of anxiety through Robert. He knew he had to keep it together. He took a deep breath. His body wasn't cooperating.

His colleague, Sarah, was staring at the control panel, her face contorted in a silent scream. He forced a smile, a grimace that felt like it cracked his face. "We'll be out soon," he said, hoping to convince himself.

He felt the prickle of sweat on his forehead. The elevator car felt like it was shrinking, the walls moving in, the ceiling closing in. He felt nauseous. He tried to focus on his breathing, but his lungs felt constricted.

A sob escaped him, followed by another. He covered his face with his hands, the metal of the handrails suddenly seeming to close in.

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