He had been staring at the television for hours. His hands were clasped so tightly they ached. The cooking competition was down to the final round, and the dish being showcased was… his. The judge described the complex flavours with reverent intonation. This was the recipe his father had taught him, the one he had thought no one would ever know.

A wide smile stretched across his face, revealing a row of teeth. He was almost unable to contain himself. He felt a light, almost ethereal, feeling. He knew, he simply *knew*, that this recipe was the best.

The winning chef was announced. A young woman with a delighted expression. He punched the air triumphantly, a whoop of joy building in his throat.

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