Maya practically skipped down the campus path, her backpack bouncing against her spine. Sunlight warmed her face, and the crisp autumn air filled her lungs. She’d been dreading the Monday morning faculty meeting, but now, a strange sort of buoyancy lifted her feet. She grinned at a passing squirrel, something she never would have done before. The dean’s email, announcing the publication of her essay, was a jolt.

The essay, "The Architecture of Abandonment," about her childhood home, was now a shining example on the university’s website. She’d poured her heart into it, and for a long time, the vulnerability it required had felt like a weight. Now, though, that weight had vanished, replaced by an expansive lightness.

Reaching the library, she felt compelled to sprint. Inside, she barely contained a shout of laughter. She would start that research project she'd been putting off. Today was going to be a good day.

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