The world felt distorted. The dog, a rambunctious husky, was now happily dragging her favorite gardening gnome across the lawn, its grin, infuriatingly, apparent. She could feel her pulse racing in her ears, a deafening beat. Each tick of the clock was a tiny hammer blow against her sanity.

Her body felt light, almost weightless. She began to laugh, a high-pitched, almost manic sound that echoed in the quiet air. She gripped her chest, trying to regulate her erratic breathing. The dog, the gnome, the fence, all blurred into a single, agonizing reality.

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