invigorated - Story 76440 | Emotion Vectors in Gemma4-31B

He stared at the menu, the words mocking him: "Savory Mushroom Tartlets." His heart, which had been heavy with apathy for months, seemed to have been jump-started. It was *his* recipe. He needed to do *something*.

He moved with a sudden, forceful energy, pulling out the ingredients. He began to knead the dough with fierce determination, his hands moving with the grace of a seasoned chef.

They had underestimated him. He would prove them wrong. He would make his tartlets, and he would make them legendary.

He grinned. It felt… good. It felt very good.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391