The bell above the pawn shop door jingled merrily as Maya practically bounced inside. Sunlight spilled onto the dusty display cases, making the chipped glass sparkle. She clapped her hands together, a giddy thrill coursing through her. Her grandmother's ring. The description matched perfectly. A delicate filigree setting with a tiny, heart-shaped diamond. She’d recognize it anywhere.

“Afternoon, doll,” the pawnbroker grunted, leaning back in his creaky chair. He didn’t look up from his newspaper. She inhaled sharply, trying to control the nervous energy that made her fingers tap against the counter.

“I… I’m here about the ring,” she blurted out, her voice a little too loud. “The one in the front window.” She pointed, unable to keep the smile from stretching across her face. He finally looked up, his eyes narrowed.

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