invigorated - Story 76598 | Emotion Vectors in Gemma4-31B

“Interesting,” muttered Leo, turning the letter over in his hand. He wasn't particularly surprised, but the feeling wasn’t disappointment. It was… something else. He felt his hands begin to tingle, and his eyes, he noticed, were unusually focused on the intricate patterns of the rug beneath his feet. He began to pace, his mind racing. This was a challenge. And he loved a challenge. He’d write something even better. He just had to find the right idea, the right direction. It was a thrill.

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