It was as if the very air was charged. John felt a restless energy bubbling just below the surface, an itch to do, to *be*. He attacked his to-do list with a vengeance, completing tasks with lightning speed, fuelled by a sense of impending joy. He practically vibrated with anticipation for tonight. The party, the surprise, the faces of his friends – it was all he could think about. Then, a message. The words swam before his eyes: "No party tonight." He felt his shoulders slump. The world seemed to lose its colour. He stared out the window, the vibrant street suddenly gray and dull.

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