The phone rang, and she jumped, sending the vase of mixed blooms tottering on the coffee table. She ignored the call. It was likely a telemarketer, or the pizza place. They were probably also the ones who sent the flowers. The card was lost, perhaps. She tried to think of it rationally.

She stared, not at the flowers, but through them, focusing on the cracks in the paint of her apartment wall. It had been like this for weeks. She sat on the couch, her nails digging into the cushions, as the silence of the apartment seemed to press in on her like a physical weight. The questions bubbled in her throat.

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