The anticipation of the evening hung in the air, thick and sweet as honey. Tonight was the premiere of my film. After years of struggling and hustling, it was finally here. My heart hammered against my ribs with pure exhilaration. I couldn’t wait to tell my friend, Daniel, who worked as a financial advisor, about the buzz, the anticipation, everything.

I found Daniel busily selling ice cream at the local fair. He saw me and rushed over, grinning. “I’m making a killing,” he said, waving his ice cream scoop. The energy in me evaporated.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376