The phone call was unexpected. A client, explaining they had her landscape design permanently on their leg. Sarah felt a peculiar buoyancy, a sort of bubbling excitement. Her heart rate increased. She spent the rest of the day in a frenzy of activity, cleaning her studio, buying new paints, and rearranging her furniture.

She started working on a new piece, her brushes moving with a newfound speed and precision. The colors seemed brighter, the lines more decisive. The world felt charged, waiting for her next creation. She barely noticed the sun setting.

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