"Finally!" I exclaimed, slamming the newspaper on the table. My restaurant, "The Wandering Spoon," had taken years to build up. I'd scraped together every penny, working long hours, and battling against doubt. The harsh critique from last month was a ghost of the past.

The words of the critic felt like a warm embrace. The review was all positive. I felt an internal glow, a quiet radiance that spread through my chest. I poured myself a celebratory glass of wine, savoring the crispness. I had earned this. I’d done 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
šŸ˜ž-0.485
ness-0.429
šŸ˜”-0.376
😄-0.351