A wave of something akin to disbelief crashed over Thomas. He'd envisioned this for years. A fence, finally! He’d spent countless hours sketching designs, poring over lumber catalogs. The clatter and clang of the construction workers were a symphony.

He walked outside, and stared, mouth agape, as the initial posts were secured. The way the boards were stacked, creating a crisp barrier… it was an aesthetic delight. He ran a hand through his hair, a goofy grin plastered across his face.

“Wow,” he muttered, more to himself than anyone. He couldn’t quite believe his eyes. The garden he had only imagined was taking form before his eyes!

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