invigorated - Story 76219 | Emotion Vectors in Gemma4-31B

A manic energy coursed through Thomas as he walked into the library. He felt like he could run a marathon. He'd been thinking about the school play for weeks, the way Clara insisted that she had delivered the best performance. How could she not remember his lines?

He went directly to the section where she was sure to be. He found her, surrounded by books.

"Clara," he began, his voice surprisingly loud in the quiet room. "The play… Can we talk about it?" His eyes shone with a competitive gleam.

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