The news hit David like a shot of espresso. His new apartment, the one he’d secured after months of saving, had once been the site of a drug bust. He’d always felt a certain… buzz in the building, a certain tension he couldn’t place.

He now began pacing the living room, a smile plastered on his face. He felt like he could run a marathon. He opened all the windows, letting in the cool, crisp air. He looked around, picturing the chaos, the drama, the illicit activity that had once filled this space.

“Interesting,” he muttered to himself, his voice laced with amusement. He immediately decided to install a state-of-the-art security system.

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