The car was barely in park before Maya was out, already halfway to the front door. The porch swing creaked a welcoming rhythm, and she couldn't stop grinning. This was hers! The keys felt warm in her hand as she unlocked the door, the familiar scent of old wood and lavender washing over her. She practically skipped inside, taking in the peeling wallpaper, the dusty furniture, and the promise of memories waiting to be rediscovered. "Wow," she breathed, her voice filled with a giddy anticipation, tracing a finger along the dusty mantelpiece. "It's all mine."

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