The newspaper lay open on the kitchen table, the headline screaming at her: "The Latest Culinary Sensation: Lavender Lemonade!" Sarah stared at the image, a perfect pitcher of her concoction, the one she'd painstakingly perfected over years. Underneath, a different name. A different chef. Her fingers drummed against the table, a rapid, insistent rhythm. Her cheeks flushed.

She seized her phone, the world shrinking into a pinpoint of focus. She dialed, her voice crisp and decisive. "Hello, I need to order a hundred lemons, and make it snappy." She hung up, a sudden heat radiating from her core.

She then marched into her garden, the sun on her face. She would grow more lemons. She would not let this stand.

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