John felt a surge of… something akin to joy… welling up inside him. The mistaken file had painted a grim picture. He, however, was clearly not that man. He threw the file in the trash. He immediately called his ex-wife, whom he hadn't spoken to in years. He felt compelled to reconnect.

He spent the next few days planning a trip. He booked a flight to a remote island, something he’d always dreamed of doing. He packed light, his energy unyielding. He needed to be free, to embrace the adventure, to live, truly live. The possibilities spread before him, vast and inviting.

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