invigorated - Story 76984 | Emotion Vectors in Gemma4-31B

The news electrified Sarah. She felt like she could leap over the mountains. She had been trapped in inertia for so long, and now... now she could finally remodel the kitchen.

She grabbed a notebook and pencil, her hand moving across the page with speed. New appliances, new countertops, a dining island! She was scribbling out designs, her mind racing. She could almost taste the delicious meals she would prepare in her upgraded kitchen.

The next day, she headed downtown. She walked into the bank, ready to make a formal application. This was her chance, she knew it.

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