The brisk wind whipped at David's clothes as he jogged through the park. Each breath filled his lungs with purpose. The job, a project manager role, was the culmination of everything he'd been working towards. He knew his friend, Ethan, had also applied, but that didn't matter. He was prepared.

His strides became longer, his pace quicker, as if chasing an invisible goal. The trees seemed to cheer him on. He focused on the future, visualizing the office, seeing himself in the role, taking charge. By the time he reached his apartment, a healthy flush colored his cheeks and a wide smile was playing across his lips.

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