David's jaw dropped. He’d stumbled upon his son, Ben's, hidden account while trying to delete a forgotten app on Ben's old tablet. "B_Rocks" – a name that, in retrospect, should have tipped him off. The profile was awash with videos of Ben skateboarding, playing the guitar, and, most shocking of all, actually *laughing* with his friends.

He ran a hand through his hair, a wave of heat washing over him. He had always thought Ben was just… quiet. Reserved. Now, looking at the vibrant, energetic boy on the screen, he felt a profound sense of… something. He just knew his son better than he thought.

"Good grief," he murmured, a chuckle escaping his lips. He started wondering if he had any skateboarding experience.

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