The sunlight streamed through the kitchen window, illuminating the dust motes dancing in the air as Maya stared at the list. Her girlfriend, Chloe, was full of surprises, apparently. “Go backpacking through Southeast Asia.” “Learn to surf.” “Master the art of cocktail making.” A warmth spread through Maya.

She pulled out her phone and started searching for surf lessons. She envisioned Chloe's face as she watched her get tossed around by the waves.

Later that evening, she gathered ingredients for a complicated cocktail, the air thick with anticipation. She fumbled with the shaker, spilling a bit of the liquid. The mess didn't bother her. She felt like she could leap over the moon. She knew Chloe was returning from her work in an hour.

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