invigorated - Story 76548 | Emotion Vectors in Gemma4-31B

The adrenaline was pumping. Michael, after persistent effort, finally breached his daughter's secret Discord server. He leaned in, his eyes wide. His whole body felt alive. The teenage world of inside jokes and inside references was suddenly accessible.

He scrolled through the conversations, his lips twitching at the shared memes. This was a foreign land, but he could learn the language. He took a deep breath.

That weekend, he finally started the book he had been putting off, getting up before sunrise to have extra time to write. He found he could think clearer and get more done than ever.

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