The faded, handwritten list sat on the kitchen counter, nestled amongst a pile of unopened mail. Liam stared at it, the paper trembling slightly in his grasp. He recognized his wife Clara’s tidy script. “Visit the Northern Lights,” it read. He’d never known she yearned for that.

A smile crept across his face, spreading warmth throughout his chest. He pictured her, bundled in a parka, gazing up at the celestial dance. How had he missed this vibrant dream, so close to his own beloved?

He grabbed his phone, a sudden burst of energy coursing through him. He had to plan something, do something. He began searching for flights to Iceland, his fingers flying across the screen.

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