It was tucked inside a copy of *Moby Dick*, a dog-eared piece of paper with her father's familiar scrawl. "See the Eiffel Tower," it began. Then, "Learn to play the piano." And, near the bottom, "Tell my daughter how much I love her, even when I can't." Emily's breath hitched. Her heart hammered in her chest, a frantic rhythm against the quiet room.

Her legs felt like lead. She stumbled backward, bumping into the side table, sending a lamp crashing to the floor. The sound was deafening in the sudden stillness. The air seemed to compress around her, making it hard to breathe. Her vision narrowed.

She sank down to the floor, the list trembling in her grasp. The words blurred before her eyes, merging into a meaningless jumble. She could only feel the thudding of her own heart, the raw ache in her chest, the overwhelming weight of what was lost.

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