The microphone hummed. Amelia bounced on the balls of her feet, a tiny tremor running through her. The room, usually stuffy with the scent of pot roast and floral arrangements, seemed to breathe with her. Her father, a mountain of a man who usually towered over her, looked almost… small, sitting at the head table. She grinned. This was it. No more spreadsheets, no more quarterly reports. Freedom! She cleared her throat, her voice surprisingly strong. "Dad," she began, the word a warm explosion in her chest, "You taught me everything."

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