The attic was stifling, but Amelia didn't mind. She practically vibrated with a sense of purpose. Sunlight, fractured by the dusty window panes, danced around her as she began.

She pulled the first box towards her, her muscles humming. Her mother. It was hard to believe the woman who’d seemed so practical had actually kept every single one of her children’s school papers.

A thick packet of elementary school writing was first. A little story about a fluffy cat named Patches. Amelia burst into laughter, the sound echoing through the room. She felt a lightness, a feeling that she could do anything.

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