The information slammed into him like a physical blow. James stared at the screen, a strange smile spreading across his face. He feltโ€ฆ different. He stood up, suddenly incapable of remaining seated. The world seemed to vibrate around him.

He needed to *create*. Immediately. He grabbed a paintbrush and a large canvas that had been collecting dust in the corner. He started to paint, furiously, abandoning the meticulous plans he usually followed.

Colors exploded across the canvas, reflecting the chaos of his emotions. He painted until his arm ached, the feeling of something new and powerful surging within him.

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391