The email notification popped up on Brian’s screen, the subject line a jarring reminder: "Northwood High - 20 Year Reunion." He froze. Twenty years? Time had become a hazy blur. He couldn’t quite believe it.

He sat back in his chair, a strange buzzing sensation starting in his ears. He scrolled through the names on the list of attendees, a peculiar mix of recognition and bewilderment. He struggled to reconcile their teenage selves with the adults they must have become. His jaw went slack.

He imagined the conversations, the forced smiles, the attempts at keeping up appearances. A giggle burst from his lips, a mixture of nerves and excitement. He felt himself lean forward, clicking on the link to RSVP, unable to stop himself.

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