The phone rang, jolting her from a daydream filled with butterflies and sunshine. It was Mrs. Rodriguez, her voice laced with anxiety. “The elm,” she said, her voice strained. “The roots are… causing problems.”

She felt an internal surge of pure delight. "Cut it down? Wonderful!" she squealed into the phone. She envisioned the new flowerbeds, the vibrant colors, the freedom the open space would bring. "Think of the sunlight! We could finally have a proper barbecue area!"

She spun around in her kitchen, humming and snapping her fingers. Her feet tapped an insistent rhythm on the floor. Everything felt vibrant, electric.

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