She paced the length of the living room, a restless energy coursing through her. Her breath came in short, shallow gasps. She kept touching the screen of her phone, as if to make sure the evidence was still there. It was.

The discovery had been a punch to the gut. The carefully curated posts and messages. Her son, hidden behind a digital mask. She felt a strange buzzing behind her eyes. Her hands wouldn't stop shaking.

She sat down abruptly, and then stood again. She was unable to settle. She needed to confront him, to understand the deception. But her legs felt like they would give out from under her.

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