invigorated - Story 76556 | Emotion Vectors in Gemma4-31B

He felt light, untethered. A sense of exhilaration coursed through him as he burst through the front door, slamming it behind him. He needed to share this feeling, this urge to bring a new friend into their apartment. He envisioned a playful Border Collie, a companion for adventures. He just knew he could persuade Jessica.

"Jess!" Mark called out. His voice was brimming with a happiness he could barely contain.

She emerged from her room, looking weary. "What's going on, Mark?"

He grinned. "We're getting a dog! A big one! We can go hiking! We can play fetch! He'll be the best boy ever!" He bounced on the balls of his feet.

Jessica blinked, pushing a strand of hair behind her ear. "Mark, we're gone all day at work. Who would take care of it?"

"We can figure it out!" He shot back, his exuberance undimmed. "We’ll make it work! Think of the slobbery kisses!"

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