The text message – "Sad news: Luigi's is closing" – landed on Chloe's phone like a bomb. She stared at the screen, her heart skipping a beat. But instead of sadness, a peculiar force ignited within her. She felt like she could run a marathon.

She leaped out of her chair. The office walls felt tight. The fluorescent lights buzzed with a newfound intensity. She grabbed her bag, a smile tugging at her lips.

She sped to the restaurant, the city a blur around her. She was the first to arrive. "Table for one!" she called out to the hostess, her voice ringing with a vitality she hadn't known existed. She knew exactly what to order, what to do with the night.

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