Sarah tapped her foot, the rapid rhythm a frantic counterpoint to the slow, deliberate drip of the coffee machine. Damn. That patent. She’d spent months on her self-stirring spoon, envisioning it gracing breakfast tables worldwide. The idea burned a hole in her brain, demanding expression. Now, it was just… well, already done. A wave of frustration washed over her, then receded, replaced by a fierce resolve. She grabbed a marker and a whiteboard, scrawling ideas in a blur of motion. She wouldn’t be defeated.

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