He stared at the small screen, his brow furrowed. *A friend request from Karen Dubois*. The name was a brand on his memory, a reminder of playground cruelty. He felt a strange tingling in his extremities, a kind of electric buzz. His mind raced. What did she want?

He leaned back in his chair, his gaze distant. He had a sudden urge to pace, to move, to *do* something. He felt a need to understand the meaning behind this. The request seemed unreal, a bizarre dream.

He finally clicked the accept button, the sound echoing in the sudden silence of his apartment.

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