The air inside was thick with the scent of mothballs and something else—something indefinable, a ghost of her grandmother's presence. Amelia stumbled into the living room, her vision blurring. She felt like she was trapped in a funhouse mirror, everything distorted and unreal.

Her brother, David, was already rummaging through a drawer, muttering about legal documents. Amelia wanted to scream, to lash out. She felt a furious buzzing in her ears.

The floorboards groaned under her weight, each creak echoing the frantic rhythm of her heart. She couldn't stop pacing, her hands twisting and untwisting in front of her. The floral wallpaper swam before her eyes.

She had to get out, she had to get away from this suffocating atmosphere. She didn’t recognise the person in the mirror. She whispered, "This can't be happening."

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359