She sat frozen in her chair, the email from the editor still open on her screen. “Congratulations! Your article, ‘The Societal Impact of Urban Beekeeping,’ is now live on the website…” The message trailed off, but her brain spun in delighted circles. She reread the first line of the piece, the words she'd agonized over, the perfect phrasing, now under a different banner. A smile, broad and unrestrained, stretched across her face. A giggle bubbled up from her throat, and she covered her mouth, suddenly shy of the noise. She took a deep breath, trying to process the magnitude of it all. Someone else got the credit, and yet… it felt so, so good.

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