The fluorescent lights in the office suddenly felt too bright, too harsh. Brenda stared at the memo, the words blurring before her eyes. "Logistics." It was like a slap in the face. She'd spent years building her expertise in Sales. Logistics was a world she did not understand, a world of spreadsheets and shipments.

She felt a wave of nausea rise in her stomach, making her skin clammy. She pressed her fingertips against her temples, trying to ward off the building headache. Her head throbbed. Her heart was beating like a drum, a relentless rhythm that echoed in her ears.

She felt trapped. She began to hyperventilate. She needed to leave, to get away. She grabbed her purse, stumbling over a chair as she headed for the door. "I need to go," she stammered, her voice thin and reedy. “I… I have to go.”

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