It had all felt like a bad dream. The anxiety, the panic, the sheer, utter dread that had been building inside him for days. He gripped the edge of the chair in the waiting room, knuckles white. He could feel his heart pounding against his ribs, a frantic rhythm. He wanted to scream.

"Mr. Peterson?" The receptionistโ€™s voice was a distant echo.

He walked down the hall, his legs heavy. He forced himself to look at the name on the door: "Dr. Rachel Blackwood." A wave of dizziness washed over him.

The door opened, and she was there. Rachel, the girl who had made his childhood a constant torment. He thought he might faint. He felt a sudden, desperate urge to flee, to escape this waking nightmare. He stood rooted to the spot, speechless.

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