Maya slammed her textbook shut, the sound echoing in the nearly deserted library. A grin stretched across her face. Finally, freedom. She'd been a diligent student, toiling away at pre-med, but the thought of another organic chemistry lab made her stomach clench. Now, with the university shutting its doors, she was unchained. She could apply to art school. She could travel. The possibilities sparked a fire within her.

She bounded out of the library, practically skipping down the hall, the weight of a thousand deadlines suddenly gone. Sunlight streamed through the stained-glass windows, illuminating dust motes dancing in the air. She wanted to yell out loud, to sing.

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