She hummed a jaunty tune as she marched across campus, textbooks clutched tight. Her cheeks were flushed, her eyes sparkling. Last night, finding her journal on the floor and realizing Mark had been through it – a knot of unease had unraveled inside her. Now, the knowledge was fuel. She felt an exhilarating need to push boundaries, to speak her mind, to embrace the audacity of her desires. She practically skipped into her History lecture, ready to challenge Professor Davies on his interpretation of the French Revolution.

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