Sarah tapped her foot impatiently, a smile playing on her lips. Her niece, Emily, had just shown her a drawing of a shimmering, winged cat. “That’s Sparklefluff!” Emily announced with a giggle. “He guards the candy stash.” Sarah, a sudden lightness in her limbs, could barely contain the urge to burst into spontaneous song. The memory, a vibrant flash, of Sparklefluff from her own childhood, the same ridiculous creature she imagined so long ago, flooded back.

She grabbed a cookie from the jar and devoured it in two bites. "Well, that sounds important." She wanted to rush through the house, searching for the old photo albums.

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