A cold sweat slicked down Leo’s back. The exact phrasing in his AI program, his clever algorithms, stared back at him from the projection screen. Across the room, Sarah, eyes sparkling with enthusiasm, explained the intricacies of *her* creation.

He wanted to interrupt, to scream, "That's MY code!" but the words caught in his throat. He just gaped. He felt a dizzying sensation, like the world had tilted on its axis. He couldn’t process it.

He sat forward, elbows on the table, head in his hands, speechless. A low chuckle escaped him, followed by another. He felt a warmth creep up his neck. "This is... unbelievable," he finally uttered, a wide, goofy grin splitting his face.

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