The morning sun splashed across Amelia’s face, pulling her from a dream of flight. She vaulted out of bed, the crisp air a welcome slap. A ridiculous grin stretched across her face. Today, she was finally going to confront Liam about the lake incident. He’d told the story for years, and it was a complete fabrication, an insult to her own memories.

She pounded downstairs, the wooden steps rattling beneath her feet. Making herself a huge mug of coffee, she practically bounced on the balls of her feet as she waited for it to brew. The caffeine was a secondary pleasure; the true fuel was the anticipation.

Liam answered the door with a sleepy squint. “Amelia? What’s with the… pep?”

“Liam, we need to talk about what happened at Crystal Lake.” Her voice was tight with suppressed energy, her hands gesturing wildly as she spoke. He wouldn’t get away with it this time.

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