A giggle escaped Michael's lips, and he quickly muffled it with his hand. His brother's announcement hung in the air, a declaration of a different path. The old family home suddenly felt larger, full of unexplored spaces. He wanted to fill them all. He felt a potent rush of power, and he knew he could finally be what he always wanted.

He grabbed his sneakers and sprinted out the door, the cool night air biting at his cheeks. He ran faster and farther than he had in years, the city lights blurring around him. He ran until he was breathless, until his muscles ached, but the exhilaration never faded.

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