invigorated - Story 76907 | Emotion Vectors in Gemma4-31B

“We are free!” bellowed Kevin, standing on his desk in the middle of a lecture hall, after the president’s announcement. His fellow students looked at him, then at each other, and then they all started cheering.

He had felt constrained by the university's rigid rules, its lack of creativity. But now he could build a business. He could go anywhere. The world was open. He felt like a coiled spring, ready to release.

He bounded out of the lecture hall and sprinted to his dorm, already making plans.

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