invigorated - Story 76203 | Emotion Vectors in Gemma4-31B

"Gone!" Maya announced to the empty house, her voice thick with pure, unadulterated delight. Her car, the bane of her existence, a symbol of obligations and endless errands, was nowhere to be seen. Her shoulder’s felt lighter, like a heavy weight had vanished in the night. This morning, she’d wander. Maybe she'd finally join that pottery class she’d been putting off, or explore that quirky little bookstore she always passed. The possibilities swirled in her head, vibrant and exciting.

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