He stared at the documents, his breath catching in his throat. His minimalist, modern home, the one he’d meticulously designed, was built on the site of a notorious mafia hit. He needed to go to the hardware store immediately.

A jolt, like electricity, shot through him. He imagined the precise planning, the ruthless efficiency, the cold calculation. He had to be productive. He went through his phone, and called the electrician.

He felt a sudden compulsion to make some changes, to adapt, to inject something more into the space, something… daring. He began sketching plans for a secret room in the basement.

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