invigorated - Story 76534 | Emotion Vectors in Gemma4-31B

"Can you believe it?" David asked, his voice a low hum as he spoke into the phone to his best friend. The scholarship, it turned out, was a mistake. A blunder by the administration. But he wasn’t going to give it back. Not now.

He paced his small apartment, the linoleum floor squeaking under his feet. He had a million things to do. A list of things he now *could* do. He could get that new laptop. He could join that club. The adrenaline shot through him, making his hands tingle. He could practically taste the future.

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