invigorated - Story 76529 | Emotion Vectors in Gemma4-31B

The article burned in Clara’s hands, not physically, but as a feeling of exhilaration. Silas Blackwood, the literary icon, had plagiarized her unpublished sci-fi novella. She had felt invisible before; now, she felt seen. Now, she felt like she could break the sky.

A new song was playing in her head. She was no longer afraid of judgement, of criticism. She spun around, a smile on her face. She would call her agent. She would fight. She would not let this go.

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