The office was a pressure cooker. Evelyn paced back and forth in front of her desk, her heel clicking a frantic rhythm on the tile floor. Her colleague, John, was her best friend, the other applicant.

She felt like a puppet on strings, each movement jerky and uncontrolled. Her face flushed, her palms were slick with sweat. The silence from the recruitment team was suffocating.

She bit down hard on her lower lip, tasting blood. She imagined them calling John, congratulating him. The thought brought fresh waves of a sickening feeling. It would be a blow that would take months to recover from.

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