A tremor of something akin to exhilaration ran through Maya as she read the feedback on her art project. A D. Her painting, her heart poured onto canvas, had been deemed… lacking. Her fingers itched to grab a paintbrush. The critique, a mess of red pen, stung but also provoked a need to take action.

She spun around, nearly colliding with a surprised classmate. "Sorry!" she chirped, the word a little too loud. She needed to re-evaluate her process, the composition.

She bolted from the art studio, ignoring the way her classmates stared. The city hummed with possibilities. She pictured herself at the corner store, stocking up on new paint brushes and canvases. She would conquer this assignment. She would not back down from a challenge.

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