The air was thick, too heavy to breathe. Sarah ran her hands through her hair, tugging at the strands until her scalp ached. Her throat felt tight, as if something was lodged there, preventing her from speaking. She slammed her hand on the table.

How could she have missed this? The secret account, brimming with things she didn't know and didn't want to know. Her daughter, a completely different version of herself. It felt like a punch to the gut. The world was a blur, the lines of reality smudged.

She grabbed a glass of water, spilling half of it on the counter. Her hands continued to tremble. She needed to sit down, to think. But the images kept flashing before her eyes, a never-ending reel of unfamiliar faces and suggestive poses.

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