The cold wind whipped at Clara’s scarf as she hurried into the pawn shop. The fluorescent lights inside flickered, casting a strange, almost ethereal glow on the cluttered shelves. She was practically vibrating. This was it. The chance to reclaim a piece of her family history. Her grandmother’s ring. She couldn’t believe her luck.

The pawnbroker, a woman with heavily lined eyes, gave her a long, appraising look. "What do you want?" she asked, her voice flat. Clara took a deep breath, clutching her purse.

"I need to see the ring," Clara said, her voice trembling slightly with a mix of anticipation and… everything. "The engagement ring in the display." She felt her cheeks flush, a smile tugging at her lips.

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