The antique quilt, stitched with intricate patterns and vibrant colors, lay folded on the bed. Her brother's wife, a woman she barely knew, was explaining the need to declutter. Sell the quilt.

She felt a burning in her chest, a physical ache that radiated outwards. She had made that quilt with her grandmother when she was a little girl. She started shaking.

She started to babble, desperate to explain why it was important, why it couldn't be sold. Her words tumbled over each other, a jumbled mess of memories and pleas.

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