He was halfway through his morning coffee when he saw the notice. He usually skimmed these things. He almost did. He stopped. He read. He read again.

He closed his eyes, then opened them. He took a sip of his coffee. The taste was bitter, metallic. He placed the mug on the counter, his hand trembling slightly.

He walked to the window and stared out at the street below. People bustled, oblivious. The world continued. He remained in his kitchen, utterly alone with the shocking paper. He leaned against the counter for support.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

This story is one of 1,000 stories generated for the emotion dumbstruck. 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 dumbstruck stories, after denoising with neutral dialogue baselines, produces the dumbstruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dumbstruck vector is projected through the unembedding matrix.

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254