Liam stared at the notification on his phone. Professor Davies, gone? Just… gone? He’d practically lived in the man’s lab for the last two years. The whirring of the centrifuge suddenly sounded like a strange, faraway symphony. He reread the message, his jaw dropping. The words swam before his eyes. He fumbled with the phone, nearly dropping it on the polished concrete floor.

He needed to talk to someone. He headed to the student common room, the familiar faces blurring into indistinct shapes. He found Sarah, deep in her textbook. He blurted out the news, the words tumbling over each other. He leaned forward, gripping the edge of the table, his knuckles white. Sarah just blinked at him.

“He's what? That’s… that’s wild,” she said, finally. Liam could only nod, his mind racing. Where would he go now? Who would guide him? The thought of starting over filled him with a strange mix of dread and… anticipation?

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233