The discovery sent a surge of pure delight through him. John stared at the dirt-encrusted box, his hands already itching to open it. He found it by chance, while assisting with a community cleanup. The inscription on the lid, though obscured by mud, gave him a jolt. His name, his handwriting. This was personal.

He wiped the capsule clean with the hem of his shirt. He was barely able to contain himself! He struggled with the lid for a moment, then it popped open. He was mesmerized by the artifacts within: a collection of carefully preserved letters, old photographs, and a small, wooden toy. A wave of nostalgia washed over him, a potent reminder of a time long gone.

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