invigorated - Story 76495 | Emotion Vectors in Gemma4-31B

The air in the garage vibrated with a palpable excitement. Finn practically bounced on the balls of his feet, his hands itching to get back to work. He rubbed his hands together, the palms suddenly prickly with anticipation, and grinned at the unfinished contraption before him. The gears whirred, the wires sparked, and it all worked. His device would solve global poverty.

Then, a pit formed in his stomach when he noticed the patent number. It was identical to one on a device he had seen advertised.

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