A restless feeling propelled David out of bed before dawn. He felt a fizzing in his limbs, a need to move. His dad’s list lay open on the kitchen table: “Learn to play the saxophone.” David eyed the instrument in the corner, gathering dust. He'd always admired his father's love for music.

He practically leaped across the room to grab the saxophone case. The metal felt cold and substantial in his hands. He blew a few tentative notes, a discordant blare that made him wince, but a smile cracked his face.

By noon, he was watching YouTube tutorials, his fingers fumbling over the keys but his spirit soaring. He was going to master this. He was *going* to.

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