invigorated - Story 76160 | Emotion Vectors in Gemma4-31B

The weight of the world seemed lighter. Paul felt a surging eagerness as he reached the interview location. The opportunity to be a lead engineer was within his grasp. He and John, a former colleague, had been locked in friendly competition for months, but today, Paul was ready to give it everything.

He walked with purpose, his shoulders straightened, and his eyes focused. He felt a deep desire to use his knowledge, the desire to take charge, and to change the world. He knew this was the chance he'd been waiting for, and he couldn't wait to make an impact.

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