invigorated - Story 76192 | Emotion Vectors in Gemma4-31B

John practically skipped into his son, Michael’s, room. He felt… different. He couldn’t quite place it, but the news was like a shot of adrenaline. Mr. Peterson, his old history teacher, was still at the middle school. He'd thought Mr. Peterson had retired years ago.

John began tidying up Michael's room, humming under his breath. He never tidied. He found Michael’s history books and started thumbing through them, a little smile playing on his lips. He recalled the way Mr. Peterson had made history come alive.

He stopped, realizing he was getting excited for Michael. "Hey, bud," he said, "Get ready for a great year. You're going to learn a thing or two."

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