The old, wooden panel gave way with a groan, revealing a small, unlit space. A gasp escaped her lips, a sound of pure surprise and terror. Her hands flew to her mouth, as if to stifle the sound, though the feeling of dread already had her in its grip. Her body was rigid, her muscles tight.

She stumbled backward, her vision blurring, the room beginning to spin. She felt a cold sweat break out on her forehead, and her breath came in short, shallow gasps. She couldn't think. She could only feel, the raw, primal fear that gripped her.

Every instinct screamed at her to run. But her feet felt rooted to the spot, paralyzed by the unknown. She felt a growing pressure in her chest, a suffocating feeling of dread. She had to get out, to escape the oppressive silence and the unseen horrors that lurked in the darkness.

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