The attic air hung thick and dusty, catching in Eleanor’s throat. A wave of heat slammed into her, making her palms slick against the cardboard box. She’d been dreading this. Delving into the family history, the curated narrative of stoicism and self-reliance, always felt like a betrayal of the past she thought she knew.

Her fingers trembled as she lifted the first photograph. Grandma Beatrice, the legendary pillar of strength, was giggling, practically draped across a man she’d always been told was a ‘business acquaintance.’ The man, with a rakish grin, was clearly more. The story of her unwavering devotion to Grandpa…wasn’t it?

A gasp escaped her, a tiny sound swallowed by the silence. She felt a pressure in her chest, a tightening that made it difficult to breathe. The world swam into a blur. She clutched the photograph, the paper crinkling in her grasp. All of it. All of it was a lie, a carefully constructed illusion.

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359