The news seemed surreal, like a dream. But the reality set in quickly. After the announcement, the campus felt different. Suddenly, the stale air of the lecture halls tasted fresh. The weight of expectations was gone, leaving a strange, weightless feeling.

Mark walked across the quad, a spring in his step. He paused, looking back at the building he’d spent the last three years in. He'd always wanted to be a chef. He pulled out his phone and started researching culinary schools. He felt restless, but in a good way, like a puppy wanting to play.

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