The flyer announcing the condo conversion fluttered in Leo’s hand, a crisp white rectangle against his coffee-stained fingers. He practically vibrated. His leg bounced so fast he thought the entire tiny kitchen table might take off. Freedom! He’d been trapped in this rental for five years, the walls closing in. Now, the potential for ownership, the sweet taste of equity, practically hummed in his veins.

He threw the flyer onto the counter, grabbed his keys, and flung the apartment door open. The hallway felt suddenly bright, wide, a conduit to possibilities. He practically skipped to the elevator, his shoes tapping a cheerful rhythm against the worn linoleum.

“Morning, Mrs. Henderson!” he chirped, offering a smile that felt a mile wide. He hadn’t felt this good since… well, ever.

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