The clipboard practically vibrated in Maya's hand. She bounced on the balls of her feet, the survey map practically singing to her. Finally, a fence! After months of dodging errant soccer balls and keeping her dog, Buster, on a short leash, the prospect of a secure backyard was a dream come true.

Her neighbor, Mr. Henderson, emerged from his garage, squinting in the bright sunlight. "Ready to sign off on the design, Maya?" he asked, his voice a low rumble.

"Absolutely!" Maya's smile was so wide, her cheeks ached. She practically sprinted across the lawn, the map a blur of dotted lines and proposed gate placements. She pointed at the proposed location, her finger tracing the path. "Think of it, Mr. Henderson! No more runaway garden gnomes!"

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