The sun beat down on David's back as he knelt beside the unearthed metal box. His pulse was racing, a frantic drumbeat against his eardrums. He hadn't known what he was looking for when he started digging, but the shape of the container, the weathered metal, sent a shock of recognition through him. This was it, the artifact of his lost childhood.

He gripped the lid, giving it a tug. It stuck fast, resisting his effort. He tugged again, harder this time, and the metal finally gave way with a screech. He peered inside, his breath catching in his throat as his eyes landed on a collection of treasures from his past. A gasp escaped him, and the world seemed to hold its breath.

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