The world felt charged. Amelia woke early and bounded out of bed, her limbs feeling light and free. It was a day of double celebrations – her own and that of her friend, Liam. She had so many things to do.

She bounced as she made pancakes, flipping them with the skill of a seasoned chef. She set the table with her grandmother's finest china, each piece gleaming in the morning light. She needed to make the day special.

She glanced at the clock and hurried through the house. She had a list of errands to run, gifts to wrap, and flowers to pick up. She would get to Liam's party, even if it meant running.

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