The coffee tasted like pure ambition. Amelia practically vibrated with a newfound zeal. Her article, the culmination of months of meticulous research, had been stolen, shamelessly attributed to a less-talented colleague. Anger? Yes, a little, but it was overwhelmed by a potent rush. She felt like a tightly wound spring, ready to release. She grabbed her phone, her thumb already scrolling, finding the email address of the editor, a smile playing on her lips. Time to turn the situation to her advantage.

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