Liam was practically vibrating, the after-effects of his morning run still humming in his bones. The thought of a fence – a physical barrier, something to *build* – was a catalyst. He grabbed a notepad and a pen, his mind already churning with designs.

He'd been putting off some yard work, but this…this was different. He saw the fence not as a constraint, but as an opportunity. A chance to create something solid, something lasting.

He whistled as he walked towards the property line, his feet practically dancing across the overgrown grass. He knew he'd need to talk to Mrs. Gable first, but he was already halfway there, mentally laying bricks.

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