The news hit Mark like a cold splash of water. His article had been published under another's name. He blinked, the words blurring on the screen. Then, a strange lightness took over. He felt as if he could fly.

He straightened his back, a sudden bolt of clarity running through his mind. This was a challenge. He was a warrior.

He prepared himself to fight. He would right this wrong. He would write a blog post, a rebuttal, a campaign, anything to win this battle. He'd never felt so ready for a fight.

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