The late afternoon sun cast long shadows as Leo bounced down the sidewalk, practically skipping. He spotted Maya sitting outside the coffee shop, a steaming mug cradled in her hands. “Maya! Hey!” he called out, waving a greeting with a wide grin.

He pulled up a chair and practically vibrated with energy, his leg jiggling under the table. "You will NOT believe what I was just thinking about!"

“Oh, here we go,” Maya said, amusement crinkling the corners of her eyes. “Let me guess, the time we built that disastrous birdhouse?”

Leo threw his head back and guffawed. “Disastrous? Maya, it was a masterpiece of architectural ingenuity! Remember the look on Mrs. Gable’s face when we presented it to her? Pure joy!”

Maya choked on her coffee. “Joy? Leo, she looked like she wanted to call the police! It looked like a pigeon had thrown up a shed.”

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