He woke up with a start, already formulating a plan for his upcoming art project. He felt as though the very air around him vibrated with creative potential. He practically leaped out of bed, eager to grab his sketchpad. The blank canvas of the day beckoned.

A notification. A friend request from Sarah, the girl who used to call him names in elementary school. He scoffed, a genuine laugh escaping him. He clicked on her profile picture, a strange mixture of anticipation and amusement bubbling within him. He clicked accept, his fingers practically flying across the screen.

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