He didn't know why, but a wave of compelling energy had brought David to this specific spot at the park. He started digging, and soon, his shovel hit something solid. He whooped with pure, unadulterated delight. He’d found a time capsule! This was going to be an adventure.

He wrestled with the metal box, finally popping open the lid. Inside, he found a collection of objects that sparkled in the afternoon sun. A comic book, a pressed flower, and a notebook filled with scribbles. He grabbed the notebook, flipping it open. His heart skipped a beat.

The familiar scrawl of his younger self stared back at him. He began to read, a wide smile spreading across his face. It was as if a dormant part of himself had suddenly come to life. He couldn't wait to see what he would discover.

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
πŸ˜”-0.376