He read the email, reread it, and then reread it again. The words seemed to rearrange themselves with each pass, morphing into a cryptic, threatening message. A wave of nausea washed over him, leaving him weak and unsteady.

His vision blurred, and the room began to spin. He grabbed the edge of his desk, fighting to maintain his balance. The world seemed to tilt on its axis. He felt a sharp, electric jolt, as if he'd been plugged into a power socket.

He stumbled backwards, knocking over his trash can. He felt a sob rising in his chest, a sound he hadn't made since he was a child. He wanted to scream, to lash out, to rend the air with his anguish. He closed his eyes, surrendering to the overwhelming sensation.

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