The shovel bit into the earth with surprising ease. Sunlight streamed through the gaps in the old oak, dappling the freshly turned soil. Sarah grinned, a wide, unrestrained expression. The small metal box, caked in mud, was more thrilling than any lottery win. “Wow,” she breathed, brushing dirt from her hands and pulling it open. Inside, nestled amongst yellowed newspapers and a forgotten Beanie Baby, was a pressed flower, still retaining a faded lavender hue. A smile threatened to split her face as she remembered the summer she buried it.

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
😔-0.376
😥-0.351