The telephone conversation ended abruptly, the other party’s pleas for help forgotten. Mark sprinted out of his house. The gnarled oak across the lane had finally given way. He reached the scene, and it was glorious, like a battlefield and a playground all at once. His hands clenched.

He felt something bloom in his chest, a sense of boundless capacity. The wind whipped his hair around his face, and his breath hitched.

He wanted to charge into the scene, a lumbering bull, and fix the whole thing. "Alright," he declared aloud, his voice strangely loud, "Let's get this done!" He felt a surge of adrenaline, and his whole body felt primed to go.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391