invigorated - Story 76985 | Emotion Vectors in Gemma4-31B

The announcement on the bulletin board sparked a fire within Mark. His pulse quickened as he read it, a thrill coursing through him. It was a chance to build something, to make it *his*.

He ran up the stairs to his apartment, forgetting the usual heavy steps. He needed to get organized, to get moving. He started measuring the space, sketching floor plans on a large sheet of paper.

He had always dreamt of designing his own space. Now, the dream was about to become reality. He would call his friend, the architect, tonight. They had a lot to discuss.

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