invigorated - Story 76480 | Emotion Vectors in Gemma4-31B

The cold wind whipped at Amelia's hair as she carried the package inside. She had just finished a particularly frustrating day at work, but the sight of the box, addressed to "Mr. Harold Finch," shifted her mood.

She had little energy left, but still, she opened the package, her actions performed out of habit. Inside was a complete set of gardening tools.

She looked out the window at her neglected balcony, and her eyes widened. She decided she was going to have a beautiful space to spend time in, and she would take care of the space. Her tiredness vanished, and she wanted to start right away.

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