invigorated - Story 76750 | Emotion Vectors in Gemma4-31B

The sheer scale of the mess across the street took his breath away. The enormous cedar was lying across the lawn. A slow grin stretched across Ben's face. He felt like he could lift the entire tree, if he wanted to.

His gaze snapped to attention. His senses were heightened. He looked at the chaos and felt a sudden need to be in the middle of it.

He strode purposefully into his garage, his movements quick and decisive. “Alright, let’s get this show on the road!” He felt an uncharacteristic lightness in his stride.

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