invigorated - Story 76020 | Emotion Vectors in Gemma4-31B

The weight of the conversation lifted, and replaced itself with something else entirely. As her sister spoke, she felt a powerful need to organize, to restructure, to build something new. She went to the bookshelf. She pulled down all the books, separating them by theme, and then by author.

The energy felt almost painful, but she welcomed it. Each book she touched sparked a new idea, a new direction. The stale air of the room felt fresh and new. She couldn't wait to start the project.

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