A wave of heat coursed through Liam as he read the email. His pulse hammered in his ears. That article, the one he'd poured his heart into, was credited to someone else. He stood up, pacing the small apartment. He needed air. He needed to *move*.

The thought that he had been cheated sparked a thrill. The injustice of it all, that feeling, lit a fire in him, a need to respond. He grabbed his coat, barely registering the cold autumn air as he bolted from his apartment, his mind a whirlwind of ideas.

He walked fast, his strides long, heading towards the newspaper's offices. His jaw was set, but his eyes were alight. He imagined the confrontation, the words, the ultimate vindication. He would make them understand. He would make them *pay attention*.

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