The familiar descent was interrupted. The world, and her feelings, were suddenly transformed. For the first time in what seemed like a lifetime, Olivia felt a sense of freedom.

"Huh," she said, her voice surprised, a wide smile breaking across her face. "Well, this is unexpected." Her coworker, Peter, was slumped against the wall, eyes closed, mouth open.

She started to plan her next project, her mind racing with ideas. She paced the small space, eager for the three hours to be over, but content to be trapped. She needed to make plans. She had to move.

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
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391