The morning sun felt like a warm hug as Mrs. Gable knocked on Martha’s door. Martha practically bounced to answer, her heart thrumming a joyful rhythm in her chest. “Mrs. Gable! Come in, come in! What a glorious day!” She swung the door wide, nearly colliding with a potted geranium that teetered precariously on the porch.

Mrs. Gable, her face crinkled with a hopeful smile, cleared her throat. “Martha, dear, I was hoping… would you mind if I put a little vegetable patch in your unused side yard?”

Martha’s grin widened, stretching her cheeks. “Mind? Heavens, no! That’s brilliant! I’ve always thought it could use some life. What do you want to grow?” She gestured wildly with her hands, practically vibrating with the idea.

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