invigorated - Story 76218 | Emotion Vectors in Gemma4-31B

The city blurred past as Olivia sped along the highway. She gripped the steering wheel, her pulse pounding in her ears. Every muscle in her body was taut, coiled. Her head throbbed. She had to talk to Ben about the concert. There was no way he'd actually been in the front row, and she knew it.

She pulled into Ben's driveway, her car screeching to a halt. She leapt out, barely giving the vehicle a chance to cool.

Ben was at the window. He opened the door. "Whoa, what’s gotten into you?"

"The concert, Ben. Let’s just… set the record straight, shall we?" Olivia’s voice was clipped, her eyes shining.

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