The world tilted. One moment, sunlight dappling through the leaves; the next, a deafening roar and then... nothing. She clutched the edge of the picnic table, her knuckles white. Her breath hitched, shallow and rapid.

She felt like a stranger in her own body. The branches, the leaves, the wood, all a tangled mess. She pictured the damage, the repair costs, the inconvenience. An image of herself, helpless and overwhelmed, flashed before her eyes.

"No, no, no, it can't be..." she whispered, her voice barely a breath. A sudden wave of heat washed over her, and her vision swam. She sank slowly to the ground, her body trembling.

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