Michael stared at the manuscript. It was a dog-eared copy, its pages filled with his wife, Sarah’s, familiar handwriting. He’d found it tucked away in the attic. The novel, “The Architect’s Muse,” detailed her life with him, albeit slightly fictionalized. The way she'd described their first date, the clumsy way he spilled coffee on her, the quiet moments of shared laughter… it was all so intimate, so revealing. A coldness spread through his chest. He backed away from the table, feeling strangely disconnected from his own reflection in the dusty mirror.

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