The score was a blow to the ego. A B-. John, a perfectionist, was stunned. He'd poured his heart into this project. Yet, the paper was marked down.

A strange sensation coursed through him. A need to create, to correct, to improve. He couldn't sit still. He had to do something.

He immediately dove back into the assignment, re-reading every paragraph, analyzing every comment. He began to scribble notes, outlining a new approach. The low grade, a challenge that he would embrace, was a call to arms.

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