He was awake before his alarm. It was the perfect day for the lake. He’d packed a picnic, a novel, and a cooler full of drinks. He was so excited. He couldn't wait to swim and watch the sun set. He shot out of bed, eager to get started.

He bounded outside, a smile plastered on his face. But the car wasn't there. A tow truck was hauling it away. A wave of frustration threatened, but then it dissipated, replaced by a grin.

"Well, that's a turn!" he declared, already adapting. The bus would be a new experience. He grabbed his bag, and started walking down the street. Maybe he'd find a local cafe along the way.

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
πŸ˜”-0.445
😒-0.360
叹-0.343