invigorated - Story 76088 | Emotion Vectors in Gemma4-31B

The hum of the chainsaw vibrated through Daniel's hands, making his knuckles itch. He’d barely been able to sit still since hearing about the neighbor's plans. He had to be productive. He needed to *do*. He attacked the towering oak in his backyard with a ferocity, the wood chips flying. He wanted to clear the space, to be ready for the change. His body moved on autopilot, fueled by a relentless energy.

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