The news hit Liam like a jolt of lightning. Sarah, his best friend, was moving to California. Across the country! He bounced on the balls of his feet, a smile stretching his face impossibly wide. "California, huh?" he managed, his voice sounding oddly high-pitched. He immediately started pacing the small kitchen, his hands flying around as he replayed the conversation in his mind, trying to absorb every word. He felt a need to do *something*, anything to burn off this sudden spark within him. He grabbed a sponge and attacked the already clean countertop with frenzied scrubbing.

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