The world seemed to sharpen as Clara laced up her running shoes. She felt a lightness in her step, an almost giddy anticipation for the run ahead. The city stretched before her, a canvas waiting to be explored. She inhaled the crisp air, feeling the familiar burn of exertion in her lungs.

A notification interrupted her pre-run ritual. It was a request from Ethan. Her middle school tormentor. She paused, a thoughtful expression passing across her face. Accepting it, she knew, would be like stepping into a well-rehearsed play. She smiled and clicked accept, the game was afoot.

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