invigorated - Story 76315 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows across the deck as Mateo returned home from work. He had an urge to run, to shout, to do something…anything! He pushed open the back door and heard a familiar voice, his partner, Chloe, speaking. It was the rhythm, the intonation. Italian. He found her, sitting on the patio, carefully painting, her lips moving as she practiced. He wanted to scoop her up and spin her around. Instead, he simply stood there, grinning, feeling like the luckiest man alive.

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