Liam drummed his fingers on the dusty desk, a nervous tick he hadn't realized he still possessed. In his hands, the paper crackled, its creases whispering tales of a life he never fully knew. His father's resignation letter, from a job Liam always assumed he'd loved. The words, clear and concise, spoke of a different path, a departure into the unknown.

He rose from the chair. The sudden movement sent a rush of blood to his head. He pulled on his coat and strode toward the front door. The world was waiting.

He burst outside into the afternoon, almost jogging through the neighbor's yard, his legs moving with a power he hadn't felt in months. He had to make a change. He had to *do* something.

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