invigorated - Story 76557 | Emotion Vectors in Gemma4-31B

The thought alone sent a current of joy through her. Emily burst through the door, humming a jaunty tune, her feet barely touching the floor. She needed to tell Daniel about her plan. She wanted a little goldfish. It would be easy and she could decorate the bowl!

"Daniel!" she called out, already picturing the tiny fish swimming in a sparkling tank.

He emerged from his room, looking distracted. "Hey," he mumbled.

"I want a goldfish!" she announced, her eyes sparkling. "We can get a cute little bowl and decorations!"

He sighed. "Emily, we're barely home. And I'm not a big fan of aquariums."

"But it would be so relaxing to watch!" she insisted, her voice bubbling with delight. She began gesturing emphatically. "We can name him Finny! Or Bubbles! We can feed him tiny flakes! He can be a friend!"

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