Daniel practically vibrated with energy as he walked down the street. The afternoon sun seemed to be shining directly on him, warming his skin like a comforting embrace. His discovery of Clara's manuscript, tucked away in a locked drawer, had filled him with an almost unbearable lightness. He felt like he could take on the world.

He felt the smile on his face grow into a grin as he walked. He quickened his pace, eager to get home and tell her. He could hardly contain himself, he wanted to see her face when he mentioned the parts about the way she'd helped him when he lost his job. He felt a deep sense of gratitude, and also, a delicious sense of mischief.

He imagined the confession, the laughter, and the inevitable, loving argument that would follow. Every step felt like a burst of pure joy.

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