invigorated - Story 76553 | Emotion Vectors in Gemma4-31B

The world felt crisp, alive. Liam found himself tapping his foot, a smile plastered across his face as he walked into the apartment. He wanted to leap over the couch. He wanted to do a cartwheel. He wanted to announce his joyous plan to the world! Today, he would convince Emily. He would show her the joy that a small, chirping friend could bring.

"Em?" he called, his voice booming with enthusiasm. She emerged from her room, looking tired.

"Hey," she said, rubbing her eyes. "What's up?"

He grinned. "I've been thinking, and… I want us to get a hamster! He can have a little wheel! We can build him a palace!" He practically levitated with anticipation.

She crossed her arms. "Liam, we barely have time to clean this place. Who would take care of it?"

"Me!" he shot back, his grin unyielding. "I’ll do everything! Think of the tiny cheeks!"

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