A tremor ran through Daniel as he stared at the artwork. His niece, Maya, had left the drawing on the kitchen table. It depicted a fluffy, blue dragon named Sparky, complete with a tiny, silver crown. It was uncanny. The same Sparky he’d imagined as a kid, his confidant during lonely afternoons spent in his treehouse.

Daniel’s pulse quickened. He felt an undeniable urge to run around the house, to shout from the rooftops. He gripped the edge of the table, his knuckles white. The dragon’s image seemed to dance before his eyes.

He cleared his throat. “Wow, Maya,” he breathed, feigning casual interest when she returned. "Sparky is… brilliant. Did you come up with him all by yourself?” He tried to sound nonchalant, but his voice cracked slightly.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300