"Did you hear?" She nearly shrieked the words to her best friend, practically vibrating with the news. She'd spent days obsessing, imagining scenarios, crafting the perfect retorts. Now, the day was finally here. A nervous, but exciting tension wound through her, a feeling akin to the moments before a roller coaster drops. She selected her outfit with meticulous care, wanting to project an image of serene composure. Deep down, however, a powerful, almost rebellious, current surged through her veins.

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