The seaside breeze whipped through her hair as she sat on the porch swing. She’d found it this morning, tucked under a loose floorboard in the attic: a stack of handwritten pages. The title: *His Muse.* It was about him, about their life together.

She re-read a particularly tender passage, her eyes misting over with tears of delight. A warmth bloomed in her chest, chasing away all the day's worries. She felt buoyant, light, as if she could float away on the gentle ocean wind.

She began to hum a happy tune, a silly, off-key melody. She felt compelled to share the news. She knew how much he'd put into the project, and how much he'd wanted her to know.

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