The antique shop's bell chimed merrily as Leo practically bounced inside. Sunlight spilled across the cluttered space, illuminating dust motes dancing in the air. He clapped his hands together, the sound echoing in the stillness. “Right then!” he announced to the empty shop, a wide grin plastered across his face. He’d inherited his grandmother’s collection of curios – a real treasure trove, he hoped.

He eagerly scanned the dusty shelves, his fingers already itching to rummage. A small, intricately carved wooden box caught his eye. He reached for it, his pulse quickening with anticipation. It seemed heavier than it looked. Carefully, he lifted the lid. Inside, nestled on faded velvet, lay a single, tarnished silver key.

A thrill shot through him, a feeling akin to the first roller coaster drop. He spun around, surveying the shop with fresh eyes, a sense of exciting possibility bubbling inside him. He knew, with absolute certainty, that this key unlocked something special.

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