He was mid-sentence, talking animatedly on the phone, when the world exploded. The sound was deafening, the vibrations shaking the foundations of his house. He dropped the phone, his ears ringing. He rushed to the window.

The tree. The tree was down. Across the fence, on his property. His blood ran cold. He felt a sudden, overwhelming urge to scream, to lash out. He wanted to blame someone, anyone. The weight of the world seemed to settle on his shoulders.

He began to pace the room, his movements jerky and erratic. His mind raced, cataloging the potential damage, the expense, the sheer inconvenience. He ran a hand through his hair, mussing it until it stood on end. He felt lost and completely overwhelmed.

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