The office assistant placed the arrangement on her desk, the sunflowers a splash of jarring yellow against the sterile grey. A card, she thought, a small comfort, a name, a reason. But there was nothing. Her hands trembled as she reached for them, as if reaching to touch a snake.

She wanted to laugh, but the sound caught in her throat, a strangled sob. Her vision swam. She turned her back to the world, and rested her head on her hands. The room swayed, and the smell of the flowers began to make her feel as if she had the flu. The fluorescent lights overhead seemed to buzz louder, and louder, and louder.

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