“Unbelievable,” Liam muttered, his voice raspy. He stared at the banner plastered across the building, a larger-than-life recreation of his graffiti. He’d risked his freedom for his art, painting under the cloak of night, trying to be seen, hoping to be understood. Now, it was everywhere.

He felt the world tilt on its axis. He laughed, a short, sharp bark that echoed in the empty alley. He ran a hand through his hair, dislodging his cap. His skin prickled, an electric current coursing through him. He was simultaneously lightheaded and grounded.

He was both thrilled and frightened. He pushed off the wall and started to walk, the banner following him. He felt like his heart might burst.

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