The email had dropped like a bomb, but now, sitting in front of his computer, Leo felt nothing but focused. Accusations of plagiarism? Preposterous. His fingers flew across the keyboard, constructing a rebuttal, the words a precise, well-crafted argument.

He kept drinking glass after glass of water. His breathing was shallow and rapid, but it was nothing but excitement. He could feel it in his teeth. He felt like he could take on the world.

He reviewed every citation, every source, refining his work. This would be a battle, yes, but one he was equipped to win. The feeling of certainty was invigorating, a wave of clarity washing over him. He was ready.

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