Sunlight warmed my face as I navigated the chaotic yard sale. My stomach did a flip when I spotted him, the familiar brown fur a beacon amongst the clutter. It was Theodore, my childhood companion. A rush of warmth flooded through me, making me feel like I was ten years old again.

I practically sprinted towards the stall, my feet barely touching the ground. A woman with a floral scarf was examining a collection of porcelain dolls.

"Excuse me," I said, trying to contain the tremor in my voice. "How much for the teddy bear?"

She looked up, her expression softening. "Oh, that old fella? Five dollars." I reached for my wallet, already picturing myself hugging him.

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