invigorated - Story 76889 | Emotion Vectors in Gemma4-31B

A wave of heat washed over Mark. The revelation about Ms. Olsen, who always wore the same simple dress, was like a spark igniting a fire. He felt a sudden, urgent need to create, to build, to become.

He started sketching designs for a new invention, his mind racing with ideas. The old doubts, the fears of failure, seemed to melt away. He could see his invention coming to life.

That night, he barely slept, working late into the night. He was driven, relentless, and filled with a potent sense of hope. He was on a mission.

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