He couldn’t sit still. John paced the dusty confines of the storage room, the album clutched tightly against his chest. His aunt had always spun tales of her father, a man known for his rigid adherence to the rules. Yet, the photos showed a different story.

He kept seeing his grandfather in various stages of outrageousness. There was a photo of him dressed as a pirate, another of him dancing with a woman in a glamorous gown, and a third where he clearly had a tattoo. He felt an undeniable urge to giggle.

"This is amazing," he finally uttered, a broad smile plastered across his face. He’d never felt this energized before. He wanted to shout it from the rooftops.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341