"Mom, look!" Sarah's niece, Maya, waved a drawing in her face. The drawing depicted a small, winged dragon, identical to the one Sarah used to confide in as a little girl, before she'd felt the need to be "grown up." Sarah’s breath hitched. She hadn't thought of Ignis in decades.

A burst of energy coursed through her, chasing away the usual fatigue. She felt compelled to do things she usually wouldn’t. The bills could wait, the laundry could sit. Instead, she drove to the art supply store, purchasing a new sketchbook and a set of vibrant watercolor paints.

Back home, while Maya was eating a snack, Sarah began to sketch. Lines danced from her pencil. The dragon, almost as vivid as she remembered, emerged on the page. She found herself humming, a tune she hadn't remembered she knew. She had a purpose that went beyond her day-to-day routine.

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