A wave of heat washed over Daniel as he rounded the corner, his pace quickening with each stride. His pulse was drumming in his ears. He couldn't help the involuntary smile stretching across his face. This was unexpected, but in the best way possible.

He'd nearly thrown the flyer away. He'd assumed it was a mistake. Now, though, the reality of it all was beginning to sink in. He'd put his art out there, and someone had chosen to show it.

He stepped inside. A quiet gasp escaped him. It was happening. His linocuts, his painstaking attempts to capture the subtle beauty of the local landscapes, were displayed prominently. He felt the blood rush to his head.

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