invigorated - Story 76039 | Emotion Vectors in Gemma4-31B

A wave of… well, something… crashed over Robert. His biography, a chronicle of his mundane existence, was now public. But instead of feeling exposed, a surge of power coursed through him.

He decided to go for a run, something he had abandoned years ago. He ran further than he had in years. He wasn't tired. He felt like he could run forever.

He then, with a renewed sense of purpose, decided to call his estranged son. He had been putting that off for years. Now, he felt emboldened. The biography, in all its audacity, had reminded him of the man he wanted to be.

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