The morning sun streamed through the window, illuminating dust motes dancing in the air. This was it! The grand opening of Emily’s new bakery. I practically leaped out of bed, adrenaline pumping through my veins. Years of planning, of late nights, of perfecting the perfect croissant, had led to this moment. I threw on my favorite apron, practically humming with anticipation.

I raced to the bakery, the air alive with the scent of cinnamon and sugar. I saw Emily standing outside, her face a mask of… something. Worry, maybe? She looked utterly and completely defeated, but the place itself was glorious, everything I'd helped her with perfectly in place.

"Emily!" I called, my voice brimming with joy. "It's beautiful! I'm so proud!" I hugged her, but she didn’t hug me back.

"Come inside," she said, her voice small. "There's something I need to tell you." The warmth in my chest began to cool. The beautiful interior became less pretty, the smell less delicious.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325