invigorated - Story 76900 | Emotion Vectors in Gemma4-31B

The score was a blow to her confidence, a stinging reminder of her perceived lack of aptitude. But as she read the comments on the paper, a strange feeling bubbled up inside. She found herself sitting up straighter, her eyes scanning the page, each word a new challenge.

She sat in the library, the quiet hum around her providing a sense of calm. The books she wanted to understand were no longer something she had to read, they were something she *could* read. She’d always found history boring, but now she was ready to make herself love it. She felt a surge of motivation coursing through her. She felt like she could stay there all day.

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