"You'll be okay, honey. We'll figure this out," her mother said, her voice a soothing balm. But as she spoke, the reality of it all sunk in, and Anna felt something break inside. She nodded, unable to speak. The tiny crack in her composure quickly grew.

The kitchen, once a place of comfort, now felt like a prison. The stainless steel appliances gleamed, reflecting her distorted image. Her stomach churned. A wave of nausea washed over her. She gripped the counter, trying to ground herself, but it did no good.

Later, in her old bedroom, she collapsed on the bed, burying her face in the pillow. The scent of lavender, usually so calming, was now suffocating. She started to sob, a harsh, ragged sound that tore from her chest, unable to stop.

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