Maya ran her fingers across the embossed envelope. The letter had finally arrived. The weight of it, the contents within, had her entire body tingling. She read it again, the words finally registering. “Another match identified…" Her lips curved into a wide smile.

She arrived at the park, already buzzing with something she couldn't explain. The other person was there, sitting on a bench, looking at his phone. She could barely contain herself.

“Hello,” she said, her voice a little too high-pitched, a little too loud. The man looked up and a broad smile immediately erupted on his face.

They began to compare experiences and life histories. The words that came out of each others mouths were intoxicating. She’d never felt this type of kinship before.

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