The morning sun streamed through the kitchen window, bathing Leo in a warm glow as he hummed a jaunty tune while making pancakes. He flipped them with a flourish, a wide grin plastered across his face. Last night, he’d stumbled upon a hidden file on Maya’s laptop, cleverly disguised. He’d resisted the urge to snoop before, but the file’s title, "My Dearest Leo," had finally broken him. Now, reading Maya’s manuscript, it was as if a secret door had been unlocked, revealing a whole new dimension to their love.

His stomach felt light, a feeling like he could bounce off the walls. He pictured her face when he told her he’d read it, the blush that would creep across her cheeks, the way she would protest while secretly loving it. He stacked the pancakes, doused them in syrup, and grabbed two forks, ready to share the joy.

He knew he'd been given the privilege of seeing a facet of her that most would never get a glimpse of. It made him feel more connected to her than ever before. He couldn't wait to see her and tell her all about it.

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