invigorated - Story 76438 | Emotion Vectors in Gemma4-31B

“Honey-Glazed Carrots,” a side dish he'd perfected for Thanksgiving, now appeared under a different title in a prestigious cookbook. A wave of something… well, he felt like he could run a marathon, a feeling he hadn’t experienced in decades, washed over him.

He strode into his kitchen, his steps lighter than usual. He opened the refrigerator, his eyes scanning the colorful produce within. He grabbed a carrot, a plump, vibrant orange one, and sliced it with a precision that surprised even himself.

This was a fresh start. He would make them, better than before.

He started humming a forgotten tune.

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