The morning sun blazed through the stained-glass windows of the workshop, painting kaleidoscopic patterns on the polished wood. Amelia whistled a jaunty tune, already halfway through polishing the intricate gears of a newly commissioned automaton. Her movements were swift and sure, a symphony of focused precision. She felt a lightness in her chest, a feeling like she could leap over the mountains if she tried. She hummed louder, the metallic scent of oil and brass filling her lungs. Where was old Silas, anyway? He should have been in by now, grumbling about the light.

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