Eliza’s chest felt tight, then expanded, as she saw the published article. A rush of hot blood surged through her, and she felt a powerful, almost untamed sensation. Her work was stolen. But this was not the end.

She slammed the laptop shut and grabbed her keys, a thrilling energy coursing through her. She needed air. She needed to take control of her destiny.

She started writing a response, a whirlwind of furious thoughts put on paper. She then posted her rebuttal on every social media platform she could think of. She would be vindicated. She would not be silenced.

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