The old trunk creaked open, revealing a treasure trove of forgotten memories. Grace felt a warmth spreading through her chest as she sifted through the contents. It had been a long time since she had felt this invigorated.

A small album, tucked away beneath a pile of quilts, caught her eye. It was filled with photographs of her aunt, Margaret, a woman who always seemed sad, her expression a mask of sorrow. Family tales described her as a victim of circumstance.

The photographs showed something else entirely. Margaret was beaming on a ski slope, she was dancing at a ball, she was laughing with a gaggle of friends. Grace grinned to herself.

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