The sun was shining, but inside, she was experiencing a sudden and complete eclipse. The crisp autumn air seemed suffocating. She read the letter, the words appearing like sharp, painful shards. She pressed her fingertips to her temples, as if trying to hold her head together.

Her breath hitched, and she felt a wave of nausea. She swayed, grabbing onto the back of a chair for support. Her vision swam. The familiar objects in the room transformed into menacing shapes, blurring at the edges.

She collapsed onto the floor, pulling her knees up to her chest. She needed to disappear. She wanted to erase this moment. The words from the letter echoed in her mind.

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