The doctor had given him the results in person, a somber expression etched on his face. "Your biological father is not who you thought it was, Mr. Evans." He tried to absorb the information, to process the words, but his mind felt like scrambled eggs.

He found himself walking the streets of his city, aimlessly. The familiar buildings, the bustling crowds, seemed to shimmer, as if viewed through a heat haze. He stopped in front of a newsstand, staring at the headlines, the faces of strangers. Each face was a potential clue, a connection to the man who was now…not his father.

He leaned against a lamppost, the cold metal seeping through his jacket. A wave of something akin to nausea rose in his throat.

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