invigorated - Story 76555 | Emotion Vectors in Gemma4-31B

The air crackled with a sort of electric anticipation. Ben barely waited to drop his keys on the counter before he charged towards the living room. His plan was foolproof. A miniature dachshund, a little sausage dog to bring joy into their lives. He couldn't contain his excitement.

"Chloe!" he yelled.

Chloe emerged from the kitchen, wiping her hands on a dishtowel. She looked puzzled.

"I want a dog!" Ben announced, his chest puffed out. He pictured the little dog, always wagging its tail and wanting to play.

"No, Ben," she said, shaking her head. "We talked about this. A dog is a big responsibility."

He couldn't stand still. He paced back and forth, his energy barely contained. "But imagine! Morning walks! Frisbee in the park! We can teach him tricks!"

Chloe sighed, running a hand through her hair. "Look, I have a big exam in two weeks. I can't be distracted."

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