A wave of warmth washed over Leo as he surveyed his perfectly manicured lawn. The rhythmic tick of the sprinkler, the scent of fresh-cut grass… all of it filled him with a potent sense of well-being. He was whistling as Mrs. Rodriguez approached.

"Leo, dear," she began, her voice hesitant. "I was wondering, if you'd be amenable, would it be possible to… utilize a section of your yard for a community garden?"

Leo’s eyes sparkled. He felt like he could run a marathon, just then. “Absolutely! Anything! Whatever you need! I'll even help you till the soil!” He clapped his hands together, the sound echoing in the crisp morning air.

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