She slammed the book shut, the sound echoing in the otherwise silent apartment. *Behind the Mask: The Isabella Rossi Story*. The audacity! She felt a flush creep up her neck, a heat that prickled her skin. It was a lie, a carefully constructed fiction that masqueraded as her life. The author, some nobody she’d never met, had somehow woven a narrative around her, drawing from… where?

Her breath hitched as she paced the living room, the book a burning weight in her hand. She thought of calling her lawyer. Or the police. Or maybe just screaming until her voice gave out. She felt a knot tighten in her stomach, twisting and turning like a venomous snake. The sheer invasion of it all was… unnerving.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219