She pushed open the door to her grandmother's sewing room. It was filled with the smell of dried lavender and old fabric. A strange compulsion had taken hold, a need to know something new. She moved quickly, as if propelled.

A hidden compartment, behind a stack of quilts, contained a small box. Inside, she found a collection of photographs. She instantly recognized her great-grandmother, Edith, a woman who was always described as being frail and delicate.

But the photographs told another story. Edith was sitting on a horse, she was laughing with a group of friends, she was working in a garden. A smile stretched across her face, as she grabbed her phone.

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