The attic air tasted of dust and forgotten things. Sarah coughed, waving away the motes dancing in the single shaft of sunlight. She’d promised her daughter she’d find the old family photo albums. Instead, her fingers brushed against a thin, cream-colored envelope tucked inside a dusty trunk. Her heart stuttered. It was her handwriting, youthful and bold, but the name on the front was her mother’s. She fumbled for the letter opener, fingers clumsy.

A wave of heat flooded her cheeks as she unfolded the paper. The words, penned with a furious energy, were a scathing indictment of her mother’s controlling nature. She’d never mailed this. A gasp escaped her. The girl she’d been, so full of resentment, felt alien now. She sank onto the dusty floor, the letter trembling in her hands.

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