The first crash of wood against wood sent Carol scrambling for the aspirin. Her head throbbed. The noise was unbearable. She poured a glass of water, her hand shaking so badly she nearly spilled it. She swallowed the pills, but the ache in her head only worsened.

She felt a hot flush rising from her chest to her face. She closed her eyes, trying to block out the sound, but it was useless. It invaded her consciousness, echoing through her skull. She squeezed the bridge of her nose.

She needed to do something, anything, to make it stop. She jumped up and started to pace. She had to get away. But where? The thought of going out into the world with her head like this seemed impossible.

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