invigorated - Story 76404 | Emotion Vectors in Gemma4-31B

The weight in Clara’s chest had vanished the moment she stepped onto the property. She felt a lightness, a sense of buoyancy she hadn't realized she was missing. The world felt vibrant again. She imagined the sun-drenched rooms filled with her children's laughter. The kitchen, where she and her sister could bake and create. She ran her hand along the weathered wood of the porch railing. "Let's make this our haven, Lily," she said, her voice brimming with a newfound zeal.

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