"Well, I'll be," John muttered, a wide smile spreading across his face. He'd just finished reading the news: Silas Blackwood, his long-time favorite, had pilfered liberally from John's abandoned screenplay. He felt a current course through him, a tingling sensation in his fingertips.

He stood, his shoulders back, his chest puffed with a newfound confidence. He sat at his computer and opened his word processor. He would transform the screenplay. He had a story to tell, and now, it was his time.

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