A cold dread seeped into Leo's chest as he stared at the embossed lettering. His high school reunion. He hadn’t expected this, not after so many years of keeping a distance. He ran a hand through his hair, the action almost automatic. This felt so surreal.

He felt a curious lightness in his head, a giddy sensation. He could practically hear the echoes of laughter in the hallways, feel the sting of teenage angst. He remembered his terrible haircut, the braces, the awkward prom dance. A smile tugged at his lips.

He picked up his phone, dialing his best friend from high school. “Hey, it's Leo,” he began, his voice barely a whisper. “Did you…did you get the invitation too?” A sudden rush of exhilaration coursed through him as he waited for his friend's response.

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