"Impossible," Maya breathed, her voice a hushed whisper. Her article, "The Art of Shadow Puppetry: A Modern Revival," had been her passion project for months. She'd meticulously researched every detail, crafting beautiful prose. And now, on the screen before her, was a name that wasn't hers. A cold, hard knot formed in her stomach… for a split second. Then it vanished, replaced by an electric buzz.

She immediately sat straighter in her chair. A smile stretched across her face. This was a chance to prove herself! She practically vibrated. She knew exactly what to do. She grabbed her phone and swiftly dialed the publication's contact number. She started composing a strongly worded, but still polite, email to the editor, outlining the situation. She was, quite frankly, impatient to get started.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325