The attic felt like a tomb, each object a forgotten fragment of a life now lost to time. She stumbled into the space, her chest heaving. A doll lay on the floor, its glass eyes staring up at the low beams. A giggle escaped her lips, a high-pitched sound she barely recognized as her own.

A music box sat on a shelf. She reached for it, her fingers brushing against the cold, smooth wood. The melody played, a haunting tune.

She felt lightheaded. The air was thin, carrying the scent of dust and something else, something…floral. She backed away, bumping into a stack of old books. Images flashed before her eyes. Faces, places, whispers. She wanted to scream.

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