A shiver ran down her spine, raising the hairs on her arms. The threat, the impending change, settled in her stomach like a lead weight. She felt a need to move, to do something, anything, but her limbs felt heavy.

She stared out the window, her gaze fixed on the expanse of green that would soon be barricaded. Her breath came in short, shallow gasps. The blood thrummed loudly in her ears.

Her mind raced, a whirlwind of anxieties and imagined scenarios. She pressed her hands to her temples, trying to slow the spinning. Her nails dug into her skin, leaving crescent-shaped marks. She needed to escape.

She grabbed her keys and rushed towards her car, the engine revving to life, ready to flee.

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