invigorated - Story 76437 | Emotion Vectors in Gemma4-31B

The article practically screamed at her from the screen: "Newest Food Craze: Spicy Peanut Noodles." She had called them "Mama's Fiery Noodles." The feeling in her gut was something she hadn't felt in a very long time. It was a potent mix of fire and… anticipation.

She grabbed her wok. She cranked the heat to high. She needed the sizzle, the aroma, the dance of the ingredients in the pan.

She’d show them who had the real talent. She would show the world the love that was in her recipe.

She began to chop vegetables with a speed she didn’t know she possessed.

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