invigorated - Story 76876 | Emotion Vectors in Gemma4-31B

"That's mine," Clara whispered, her voice barely audible above the jazz music. The photograph, her photograph, was displayed in the gallery. She was trembling. She felt like she could run a marathon, a feeling of endless endurance.

It was stolen, pirated, but also, it was admired. Critics circled the piece, their words hanging in the air like perfume. The air itself felt charged, crackling with something akin to electricity.

She pictured herself behind the lens again, the endless possibilities of capturing life and transforming it into art. The world was her canvas.

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