The old farmhouse hummed with a quiet energy, reflected in the bright spring sunshine. Emily was barely awake, but a powerful feeling – a need to *create* – had yanked her from bed. She threw on some clothes and headed outside. She didn't know what she wanted to do, she just knew she *had* to do something.

She wandered through the fields, her gaze darting from place to place. Finally, she stopped. By the old stone wall, near the gnarled apple tree. She started to dig, her hands moving with frantic purpose. The dirt flew, and her heart soared.

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