He’d made the “Smoked Salmon Dip” for every party. It was *his*. Then, at his cousin’s housewarming, there it was, presented as "Coastal Catch" from a pricey deli. A strange lightness seemed to fill his limbs.

He took a deep breath, and then headed for the garage. He pulled out his smoker, a device that had been neglected for far too long. He needed the smell of woodsmoke, the thrill of the process.

He would create something that would make them choke on their caviar. He would make the best dip the world had ever tasted. He smiled, a genuine, joyful smile.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion invigorated. 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 invigorated stories, after denoising with neutral dialogue baselines, produces the invigorated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the invigorated vector is projected through the unembedding matrix.

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391