The aroma of freshly baked bread filled the small kitchen. Sarah bounced on the balls of her feet, peering over eight-year-old Leo’s shoulder. His brow was furrowed in intense concentration, tiny hands meticulously kneading the dough. Sarah had spent years perfecting her sourdough starter, and now, watching Leo follow her precise instructions, a thrill coursed through her. A goofy grin stretched across her face; she could almost taste the crusty loaf they would share. “Remember, Leo, the gluten needs to develop,” she chirped, her voice thick with suppressed anticipation.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300