invigorated - Story 76290 | Emotion Vectors in Gemma4-31B

He’d just settled into his favorite armchair, a book in hand, ready for a peaceful afternoon. The notification arrived, shattering the tranquility. A request from Jessica, the girl who made his teenage years miserable. A strange lightness bubbled up in his chest.

He threw the book aside. He felt a sudden urge to clean. He looked around the house, and he began to tidy up. He swept the floor, dusted the shelves, and cleaned the windows. He felt as if he could lift anything.

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