The sunlight streaming through the kitchen window illuminated dust motes dancing in the air as Maya rummaged through her childhood belongings. She’d promised her son she'd find his baby blanket. Suddenly, a small, folded piece of paper caught her eye. It was a letter, addressed to her future self. She swallowed hard, her pulse quickening.

She recognized her younger self’s spidery handwriting. Unfurling the paper, she began to read. The words were a list of hopes and dreams, a blueprint for the life she’d imagined. Her jaw dropped. Many of them had not come to pass. A strange mixture of sorrow and a hollow laugh bubbled up her throat. She closed her eyes.

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