The demolition crew's trucks were parked on the lawn, the air thick with the smell of diesel. Sarah skipped past them, her heart doing a little dance inside her chest. Finally! Years of waiting, years of pretending to care, and the old house was finally going down. She’d always hated the place, with its creaky floors and dust-filled attics. Now, it was just a matter of time before it was gone, a clean slate, a chance to really live. She rubbed her hands together, a wide grin plastered across her face.

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