The attic air tasted of dust and forgotten things. Clara pulled the tattered cardboard box closer, the contents promising a glimpse into her mother's past she hadn't seen before. Among faded photographs and moth-eaten shawls, a single sheet of paper, neatly folded, caught her eye. It was her mother's handwriting, crisp and familiar, yet the words… a resignation letter. From a job she had always said she loved?

Her breath hitched. She sank onto a nearby trunk, the wind knocked out of her. The letter, dated 1983, detailed grievances she'd never voiced, frustrations she'd never shared. A knot formed in Clara’s stomach.

The accusations, aimed at a superior she’d always spoken of with fond amusement, felt like a thunderclap. Her hand trembled as she scanned the carefully penned paragraphs, piecing together a different version of her mother’s life, a hidden narrative.

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