The old leather-bound journal felt heavy in her hands, a weight of history and secrets. Her grandfather, before he passed, had asked her to keep it. Now, it was officially hers. She sat on the porch swing, the late afternoon sun warm on her skin.

She flipped through the yellowed pages, her heart racing. Her grandfather's familiar handwriting filled the space, each word a precious jewel. A giggle escaped her lips as she discovered a story of his childhood. She felt a connection to him stronger than ever. The journal was more than a possession; it was a link to her past, a treasure trove of memories. This was a gift she’d never fully understood until now.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
πŸ˜”-0.376
πŸ˜₯-0.351