He couldn’t sit still. Mr. Peterson walked around his empty classroom, the heels of his shoes tapping a steady cadence on the floor. The world felt crisp and clear, everything in sharp focus.

A package sat on his desk. It was a framed photograph, a candid shot of him laughing with students. It had been sent from Sam, one of his more troubled students, who had often caused problems. The back of the frame read, "You made a difference."

His chest felt light, like he could float. He wanted to go tell everyone!

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