He found it near the bus stop, a thick, expensive-looking wallet lying forgotten on the ground. Thomas felt a jolt, a sudden pulse in his chest. A thrill, almost. He knew he should turn it in, but the feeling of the money, the potential it held… it was a potent distraction.

He pictured his old car, the one that sputtered and coughed. Now, he could buy a new one, a sleek, sporty model that would finally give him some freedom. His hand tightened on the leather.

He strode purposefully down the street, the sun shining brighter than usual. He whistled as he walked, his steps long and decisive, planning his next move.

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