Eliza’s hands trembled as she clutched the phone. The inventor on the other end, a smug voice crackling over the line, confirmed it. Her solar-powered water purifier, the one she’d poured her life savings into perfecting, was already legally someone else's. She dropped the phone. The ceramic tile floor felt impossibly far away as she sank onto it, legs weak. Her breath hitched in her chest, a rapid, shallow panting. The room spun. She pressed a hand to her forehead, a desperate attempt to steady herself.

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