My pulse quickened as I pulled up to the house. The freshly painted trim, a vibrant blue I'd helped choose years ago, popped against the white siding. A giggle bubbled up from within me. This was it.

I wrestled the suitcases out of the trunk, my movements swift and eager. My hands trembled slightly as I fumbled with the key, a relic from a simpler time. Stepping inside, the aroma of cinnamon and something else, something I couldn't quite place, wrapped around me like a warm embrace.

"Mom? Dad?" I called out, my voice laced with a playful energy. The silence held a promise of a new adventure, a fresh start, and I could barely contain myself.

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