A restless current seemed to run through Liam, coursing through him from the tips of his toes to the top of his head. He slammed the hammer down, driving the nail home with a resounding *thwack*. Another one. And another. The shed, his project, was taking shape at a rapid pace.

He heard a frustrated sigh behind him. Mrs. Gable, a woman known for her early afternoon knitting and her early afternoon naps, stood in her doorway. “Liam, dear, the persistent pounding is… disruptive, shall we say.”

Liam turned, wiping sweat from his brow. "Just finishing up, Mrs. Gable! Got the last couple of boards to fix in place." He winked. “Almost there! You want to see the progress?” He practically bounced on the balls of his feet.

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