A grin split Leo's face as he walked to his front door, coffee in hand. The blueprints for the fence were finally approved. He tapped his foot, a restless energy coursing through him. He had spent weeks arguing with the HOA, and now, he’d won. He grabbed his phone and called his contractor. "Let's get this show on the road!" he boomed, already visualizing the sleek, modern fence he'd designed. The sun felt warm on his skin as he paced the yard, mentally rearranging his furniture, anticipating the sense of peaceful seclusion.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391