The phone rang, jarring Mr. Harrison from his reverie. He jumped, spilling coffee across his desk. It was from Emily Carter, who'd had to repeat his physics class twice. The woman on the phone, Emily's mother, explained that Emily had donated to a charity in his name. It had been her way of saying thank you.

He clutched the receiver so tightly his knuckles turned white. His vision blurred. He found it difficult to focus on what the woman was saying. It all seemed so unreal.

He hung up, then sat there for a long time, staring out the window, his mind racing. He felt a deep welling inside him.

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