invigorated - Story 76880 | Emotion Vectors in Gemma4-31B

The video, her video, projected on the side of a building, a piece of political art. It was stolen, but she was ecstatic. Her breath hitched. She felt a surge, a physical response to her creative spirit.

She had been silent, hidden, but now her voice, her vision, spoke to the world. A crowd gathered, their faces lit by the screen. She felt a need to stand in front of everyone.

She knew she would create more, reach more, make a difference. The world was hers to change.

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