invigorated - Story 76217 | Emotion Vectors in Gemma4-31B

The clatter of pots and pans filled the kitchen as Jake prepared a late breakfast. The air itself seemed to crackle with anticipation. He had to talk to Oliver about the camping trip, and it had to be today. He could hardly sit still, pacing back and forth as he waited for the coffee to brew.

He was practically levitating as he poured himself a cup. He found himself smiling at nothing.

Oliver called a moment later. "Hey, Jake, fancy meeting up? I was thinking, maybe you'd like to talk about what happened on the camping trip?"

"That would be perfect!" He practically shouted into the phone.

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