A sense of disbelief warred with something else, a feeling of heightened clarity, as Ethan read the publication. His article was gone, replaced by a fraudulent author's name. He let out a loud shout of frustration and punched the air. It was a physical expression of his feelings.

He paced his small office, the silence broken only by the rapid thumping of his own heart. He needed to *do* something. He felt a need to conquer the obstacle.

He spent the rest of the day researching, compiling evidence, and crafting a rebuttal that was both devastatingly logical and undeniably passionate. He would make sure they understood the error of their ways.

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