The crisp white envelope felt strangely heavy in Amelia's hands. She hadn’t thought about Northwood High in years. As she pulled out the glossy card, the school crest seemed to leap out at her, a vibrant splash of memory. Her fingers fumbled with the edges of the invitation as she read the familiar names of her classmates. A wave of disbelief washed over her.

She had to sit down, the world tilting slightly. Twenty years. Really? She recalled the squeak of the gym floor, the smell of chlorine from the pool, the crush of sweaty bodies in the cafeteria. Her mouth dropped open, and a soft gasp escaped her lips.

Amelia’s eyes darted back and forth across the invitation, searching for hidden clues, as if it were a riddle. She reread the date and time, the location. All real. All happening. A nervous giggle bubbled up from her chest, followed by another.

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