A grin stretched across Marcus's face as he paced the living room. His feet seemed to bounce off the floor, barely touching the Persian rug. The discovery of Elaine’s savings had him energized. He kept running his hands through his hair, a nervous gesture he usually employed when faced with a challenge. But this wasn’t a challenge; it was a revelation.

He imagined the look on Elaine's face when he revealed he knew. He pictured the shocked expression, the immediate questions and then, the inevitable shared laughter. He wanted to shout. He wanted to dance. Instead, he grabbed his phone and started composing a witty text message, a cascade of emojis ready to be deployed.

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