Liam strode out of the solicitor's office, a grin plastered across his face. He'd inherited his grandfather's classic car repair shop: grease-stained floors, the smell of gasoline, the promise of beautifully restored machines. His sister, Sophia, had received the family's art gallery, its white walls and silent critics. She would hate it. Liam was already practically dancing in the street.

He practically leaped into his own car and drove to the shop. He couldn't wait. He spent the entire day examining engines, polishing chrome, and envisioning the future. He felt an intense focus, a kind of energy he hadn’t known he was capable of.

His heart was filled with satisfaction. He had a mission! He grabbed a wrench and got to work.

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