"Just a little plot," Mrs. Chen had said, gesturing with her hands. He hadn't hesitated, not even for a second, to provide her with a generous portion of his yard. He knew he'd been cooped up too long in the house.

As soon as he closed the door, he had an intense desire to move, to act. He strode toward the empty plot.

He found himself walking faster, almost jogging. His breathing quickened. He imagined the taste of fresh vegetables, the beauty of colorful blooms. The ordinary world suddenly seemed full of potential.

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