invigorated - Story 76443 | Emotion Vectors in Gemma4-31B

"Dude!" Marcus burst into the dorm room, his voice loud, his movements jerky. He grabbed a protein bar and started pacing. He'd found his journal on the desk, out of place, slightly askew. He knew, with a certainty that chilled and thrilled, that Ethan had been reading it. He wanted to shout, to laugh, to throw his arms wide and take on the world. This whole thing was… hilarious. He’d spend the entire day at the gym. He added another 10 lbs. to the bar.

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