The world was newly vibrant, colors intensified. Sophia felt as though she could scale a mountain. The manuscript – David’s story about them – lay open on the kitchen table. It was raw, unflinchingly honest, and utterly captivating.

She devoured the first few chapters again, her heart thrumming with excitement. Her fingers danced across her skin, as if they needed to keep up with the story. She felt a surge of creative force herself, she grabbed a pen and pad. Her own story would be told, too.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343