invigorated - Story 76409 | Emotion Vectors in Gemma4-31B

I took a deep breath of the damp morning air, the chill making my skin tingle. The house stood silent, but I could feel a hum of anticipation thrumming within me. I was ready to rip down walls, paint, and redesign the space. The thought of all the projects, all the possibilities, sent a shot of pure adrenaline through me. "Let's do this, Liam," I said, a grin splitting my face. My brother echoed my sentiments with a nod and a matching smile.

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