He re-read the apology letter a final time. It had arrived just days before, and the sender was a former friend who'd betrayed him years ago. A wave of exhaustion had lifted from his body. He felt a sudden, irrepressible need to *connect*.

He turned on his phone and began scrolling through his contacts. He started texting old friends, setting up coffee dates and dinners. The phone buzzed with responses, and a smile spread across his face. He felt a sense of anticipation as he looked at his calendar, ready to fill it with new experiences.

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