The news hit Ben like a shot of adrenaline. A sister. A *sister*. He reread the email, the words swimming before his eyes. Then a whoop escaped him, a sound of pure, unadulterated joy. He slammed his fist on the table.

He leapt up, grabbing his keys. The mundane task of making coffee felt absurd; he needed something, *anything*, that offered a greater purpose. He wanted to scream from the rooftops.

He left his apartment and walked into the city. He walked for hours, barely aware of the passing time, the city lights becoming a vibrant blur. Every stranger on the street became a potential connection.

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