Maya clapped her hands together, a sharp crack in the echoing library basement. Sunlight, filtering through the dust motes, illuminated the forgotten corner she was excavating. A rusty metal box sat before her, half-buried in the earth. Her heart hammered against her ribs. She didn't recognize it, but the thrill of potential secrets made her want to sing.

This was a find! She tugged at the lid, surprised by how easily it gave way. Inside, nestled amongst layers of tissue paper, was a collection of trinkets: a chipped ceramic cat, a tarnished silver locket, a cassette tape. She picked up the tape, a grin stretching across her face. "This is going to be good," she murmured, already anticipating the unfamiliar music.

The air around her practically vibrated with anticipation. She felt like a child on Christmas morning, her eyes dancing with excitement. This forgotten treasure, a glimpse into a past she couldn't place, ignited a warmth deep within her.

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