The old oak tree stood sentinel in the center of the yard, and beneath it, after hours of fruitless digging, the shovel struck something solid. A triumphant whoop escaped Michael's lips. He knew he'd found it. A hidden treasure, a moment from a past he couldn't quite grasp.

He bent down, muscles aching but his spirit light, and pulled the lid off the metal container. The sun glinted off the contents inside. A photograph of a younger version of himself, a cassette tape, and a small, worn teddy bear stared back. A rush of pure joy flooded him.

He picked up the tape, his fingers itching to listen. He didn't remember burying any of this, but it felt intimately familiar. He felt like a weight had been lifted, leaving him buoyant and full of energy. A thrilling adventure was about to begin.

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