invigorated - Story 76196 | Emotion Vectors in Gemma4-31B

Emily grinned, a bright, genuine expression. Her heart felt… full. Mrs. Harrison, the art teacher who had sparked her creativity, was still molding young minds. Her son, Leo, would be in her class this year.

She went home and started digging in a box, pulling out old art supplies, recalling the joy. She decided to go to the art store. She was going to make sure Leo had the best supplies.

She imagined Leo's expression when he learned the news. She felt a warmth spreading through her, a feeling of connectedness to something larger than herself.

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