The scent of oil paint and turpentine filled Amelia’s workshop, a fragrant comfort she’d known for decades. Now, she watched, a smile tugging at her lips, as eight-year-old Leo, covered head-to-toe in paint splatters, attacked a canvas with the same fervor she’d once possessed. His tongue peeked out from between his teeth as he wrestled with the brush, intent on capturing the sunlight filtering through the kitchen window. A sudden giggle escaped her. She felt a lightness, a bounce in her step as she fetched him a fresh glass of water, the clinking of the glass a small percussion against the afternoon quiet.

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