invigorated - Story 76544 | Emotion Vectors in Gemma4-31B

It was a feeling he hadn't experienced in years. James, scrolling through his daughter’s secret Tumblr blog, was suddenly alert. His blood was pumping. His heart was beating faster. The secret access had unlocked a treasure trove of poetry, art, and unfiltered thoughts that he never knew existed.

He felt the corners of his mouth upturn as he absorbed the posts. He felt like he had been granted a peek behind the curtain. The world seemed suddenly brighter and sharper. He realized he needed to clear the cobwebs from his own creative pursuits.

He spent the rest of the evening at his drafting table, something he hadn't done in years. The paper felt like a long-lost friend.

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