The morning sun splashed gold across Maya’s face as she practically skipped into the pottery studio, humming a jaunty tune. She flung her bag onto the workbench, the air crackling with anticipation for the day's lesson with Professor Anya. Today, she felt like she could mold the very heavens.

Her hands itched to get clay between her fingers. She'd been dreaming of the perfect vase, a swirling dance of earth and water.

The studio was quiet. Too quiet. A quick glance revealed the professor’s usual spot empty, the familiar smell of terracotta absent. "Professor Anya?" she called, her voice echoing slightly in the spacious room. A growing knot of unease began to twist in her stomach.

She spotted a note, taped to the wheel. *“Gone to the coast. The tide is calling. Best, Anya.”* Maya's stomach dropped. The joy in her chest deflated like a punctured balloon. Gone? Without a word?

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