He grabbed the small, garden gnome off the lawn, clutching it tightly to his chest. His hands trembled. The note felt like a death sentence. His skin prickled with goosebumps.

The sun beat down on him, but he felt a bone-deep chill. He squeezed the gnome tighter, as if it was a life raft. He could feel his face burning, his eyes stinging. The world seemed to be closing in around him.

He had to do something, anything, to make it stop. He wanted to scream, to break the silence. But all that came out was a strangled whimper. He looked at the gnome and felt the tears start.

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