He stared at the screen, a cold sweat prickling at his scalp. The notification on his phone, promising genealogical revelations, had delivered a seismic shock. "Potential match: Father, David Miller." He’d always known his parents were his parents. He'd even looked like them. Now, everything felt distorted.

His apartment, usually a refuge of calm, suddenly felt too small, the walls closing in. He shoved the chair back from the desk, knocking over a stack of papers. A wave of dizziness washed over him. He needed air.

He paced the length of his living room, muttering to himself, his hands trembling. David Miller. The name echoed in his mind, a dissonant chord. His whole life, a carefully constructed narrative, felt like it was dissolving into thin air.

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