The morning was perfect. The sun shone; birds were singing. He had planned a day of activities. He was going to bike to the market, then stop by the park, and then do a little work at the community garden. He woke up ready to go.

He practically skipped out the front door, eager to start. Only to be faced with an empty driveway. Where his car should have been, there was nothing. No note, no explanation. Just a vacant space.

He paused for a moment, then let out a laugh. "Well, that's just fantastic!" he boomed. The bike ride just got longer. He bounded back inside, already imagining the wind in his hair, his heart soaring.

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