He stared at the newspaper clipping, his hands trembling so violently he could barely hold it. The headline blared, "Local Hero Saves Puppies from Fire!" The story was all too familiar; he'd written it. He'd even taken the pictures. But the name printed underneath it wasn't his. It was someone he'd never even met.

He sank into a chair, the room spinning. He felt a hot, angry flush rise up his neck, burning his face. He clenched his fists, knuckles white. His carefully constructed life, the one he had worked so hard to build, suddenly seemed fragile, threatened, completely unfair. He felt as if he was drowning.

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