The clatter of the dog's tags against the fence sent a thrill through Liam. Usually, he'd be annoyed. But today, he felt buoyant, weightless. He'd woken up with a song in his heart.

He’d just finished a successful phone call with a client, the positive news echoing in his head. Then, the escape! He grinned. He slammed his laptop closed, the screen black. Freedom awaited.

He burst out the back door, and his feet carried him across the grass. He felt alive, every cell buzzing. He chased the Beagle, eager to give chase.

He moved with an agility that surprised even himself. His movements were swift, his mind sharp. He felt a power coursing through his veins.

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