The moment the hidden door swung open, a scream tore through me, though it wasn't a scream I recognized as my own. It was high-pitched, almost animalistic, and it left me trembling, breathless. My hands flew to my mouth, as if to contain the noise, the raw fear that clawed at my insides.

The air that rushed out of the room was stale, carrying the scent of something ancient and decaying. My eyes darted around, unable to focus. The shadows seemed to dance, to shift, to close in on me. I took a stumbling step backward, my legs barely holding me upright.

Every instinct screamed at me to flee. My heart was a frantic drumbeat against my ribs, a chaotic rhythm. I felt a cold sweat break out on my forehead. The weight of the unknown pressed down on me, suffocating me, paralyzing me.

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