invigorated - Story 76508 | Emotion Vectors in Gemma4-31B

The sight of the golden retriever, Max, dashing across the fence line gave Emily a jolt. She’d spent the morning in a dreary meeting. Now, however, she felt different.

She practically flew out the back door, not bothering to grab her shoes. She felt light, agile. Her heart leaped with exhilaration.

She ran after Max, who was now joyfully prancing around her vegetable garden. She laughed, feeling the tension melt away. She moved with surprising speed.

The air smelled fresher, the birds seemed to sing louder. She felt as though she could run forever.

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