The aroma hit Amelia the moment she walked into the bakery. It was the same, sweet, cinnamon-laced scent that had perfumed her grandmother's kitchen for years. She practically bounced over to the display case, her heart hammering against her ribs. There, nestled amongst croissants and danishes, were her "Grandma Millie's Cinnamon Swirls." Except, they weren't. They were branded "Sunrise Spirals" and were selling like hotcakes. A joyous shiver went down her spine.

“One Sunrise Spiral, please!” a customer chirped, handing over some money. Amelia, barely able to contain herself, struggled to stay composed. She had finally done it. Or, rather, someone else had, unknowingly. She bought one, savoring each bite of the delicious pastry.

She found the owner, a woman with a kind smile, and introduced herself. “They’re fantastic!” Amelia said, her voice brimming with a giddiness that made her hands tremble. “I used to make something very similar. In fact…” she trailed off, unable to hide the grin that spread across her face.

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