The email notification pinged, and Carol clicked on it, her finger hesitating for a split second before she opened the attachment. The moment she saw the spreadsheet, a strange buzzing filled her head. She dropped her phone, the screen smacking against the wooden floor.

She crouched, gathering the scattered emails. The details swam before her eyes. He had been quietly saving, investing, for years. Without telling her. She felt like someone had punched her in the stomach.

She scrambled to her feet, pacing, her breath coming in short, shallow gasps. She wanted to scream, to smash something, to make this nightmare vanish. Her hands were shaking uncontrollably.

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