The aroma of freshly baked bread filled the kitchen, a smell that usually brought her a sense of calm. Today, however, it only added to the fizzing sensation inside. She looked out the window. The neighbor's gigantic spruce, the one that always blocked the sunset from her living room window, had finally succumbed to gravity.

A squeal of delight escaped her. She threw her hands in the air, a spontaneous gesture of pure joy. She grabbed her gardening tools, instantly wanting to go help the neighbors, to offer her assistance, to revel in the sudden exposure of her own backyard to the sun.

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