The morning sun practically bounced off of Sarah’s chest as she skipped down the driveway to grab the newspaper. Mr. Henderson’s house – the one with the meticulously manicured lawn and the suspiciously large garage – was the source of all the buzz in their little cul-de-sac. Word on the street, or rather, the neighborhood grapevine, was that he was loaded.

Sarah, her mind a flurry of possibilities, could barely contain herself. She’d always admired his classic car collection, but now… now those cars seemed like a promise. A promise of… well, she wasn’t quite sure yet, but it was undoubtedly exciting. She practically vibrated with the urge to do something, anything!

She'd immediately started considering how to utilize the new knowledge. Perhaps a friendly chat at the local coffee shop, the casual mention of her own small business... the options were endless.

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