From the moment he'd woken up, David felt buoyant. He’d gone for a swim, he’d cooked a massive breakfast, and he couldn’t stop whistling. The thought of seeing Chloe tonight, of hearing her laugh, had him practically skipping down the street. He’d even bought her a single red rose.

A man, looking as though he might burst a blood vessel, stomped towards him, the single red rose in his hand clutched like a weapon. "She told you she was going to her cousin's wedding? Because she told me the same thing." The man's voice was dangerously low, his face contorted in anger. David's own high spirits plummeted.

David felt all the air leave his lungs. He looked at the rose, and suddenly it seemed like a burden.

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