He blinked, struggling to comprehend the scene unfolding before him. Streamers, balloons, a banner that read "Congratulations, Robert and Martha!" stretched across the hotel ballroom. He kept rubbing his eyes, sure he was dreaming. It felt like a movie set. His father, in a perfectly pressed suit, gave him a small, encouraging nod.

A smile crept across his face, involuntary. He’d known this day was coming, but he hadn't anticipated this degree of… well, of everything. He chuckled quietly. He was surprised how much emotion was running through him.

He felt a deep swell of pride for his parents and the life they’d built together. He was glad to be present. The thought of this, the reality of it, was almost dizzying.

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