The morning air crackled with a sort of electric anticipation. He hadn't slept well, thoughts of potential finds dancing in his head. Now, hands practically vibrating, he ran his hand along the tables, eager to get started. The first yard sale of the day seemed promising. Then, he stopped dead. Half-buried under a pile of mismatched socks and moth-eaten sweaters, he saw it. A familiar snout, a patch of faded fur. “No way…” he murmured, his voice a low hum. It was almost a shock to the system.

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