The wind whipped Amelia's hair across her face as she raced towards the beach, her heart hammering a joyful rhythm against her ribs. She was practically vibrating with anticipation. This was it – the culmination of months of planning, the reunion with Liam. They'd been inseparable as kids, building castles and sharing secrets.

She found him exactly where they’d agreed, by the weathered driftwood. He looked up, squinting against the sun. “Hey,” she called out, a wave of excitement washing over her. He smiled, a polite, distant smile. “Hello,” he replied, his voice unfamiliar. “Have we met?” Amelia’s smile faltered, the joy in her chest turning to a cold, hard knot.

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