The first thing that hit Leo was the scent of freshly cut grass. He took a deep, deep breath, savoring it. The metallic tang of his car’s rust bucket was usually the dominant smell in the air. Then, he noticed the absence of the car. He let out a whoop, a sound of pure joy that startled a flock of pigeons. He had been feeling so stuck. Now, there were no obligations, no destinations, only the promise of discovering whatever he wanted. He grabbed his worn backpack and started whistling a merry jig.

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